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Research Article| Volume 54, ISSUE 1, P69-77, July 2017

Factors Associated with Lower Extremity Dysmorphia Caused by Lower Extremity Lymphoedema

Open ArchivePublished:April 06, 2017DOI:https://doi.org/10.1016/j.ejvs.2017.02.032

      Objectives

      Indocyanine green (ICG) lymphography has been reported to be useful for the early diagnosis of lymphoedema. However, no study has reported the usefulness of ICG lymphography for evaluation of lymphoedema with lower extremity dysmorphia (LED). This study aimed to elucidate independent factors associated with LED in secondary lower extremity lymphoedema (LEL) patients.

      Methods

      This was a retrospective observational study of 268 legs of 134 secondary LEL patients. The medical charts were reviewed to obtain data of clinical demographics and ICG lymphography based severity stage (leg dermal backflow [LDB] stage). LED was defined as a leg with a LEL index of 250 or higher. Logistic regression analysis was used to identify independent factors associated with LED.

      Results

      LED was observed in 106 legs (39.6%). Multivariate analysis revealed that independent factors associated with LED were higher LDB stages compared with LDB stage 0 (LDB stage III; OR 17.586; 95% CI 2.055–150.482; p = .009) (LDB stage IV; OR 76.794; 95% CI 8.132–725.199; p < .001) (LDB stage V; OR 47.423; 95% CI 3.704–607.192; p = .003). On the other hand, inverse associations were observed in higher age (65 years or older; OR 0.409; 95% CI 0.190–0.881; p = .022) and higher body mass index (25 kg/m2 or higher; OR 0.408; 95% CI 0.176–0.946; p = .037).

      Conclusions

      Independent factors associated with LED were elucidated. ICG lymphography based severity stage showed the strongest association with LED, and was useful for evaluation of progressed LEL with LED.

      Keywords

      This is the first report that has clarified independent factors associated with lower extremity dysmorphia (LED). Indocyanine green (ICG) lymphography based leg dermal backflow (LDB) stage has the strongest association with LED, and is useful for evaluation of late stage lymphoedema with LED. Patients with higher LDB stage should be carefully followed with consideration of aggressive treatment to prevent lymphoedema progression.

      Introduction

      Lymphoedema is a debilitating oedematous disease. With the increasing number of cancer survivors, cancer related lymphoedema is becoming a major public health issue.
      • Brennan M.J.
      • Miller L.T.
      Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
      • Armer J.
      The problem of post-breast cancer lymphedema: impact and measurement issues.
      In particular, lower extremity lymphoedema (LEL) patients are likely to suffer from refractory lymphoedema, because the lower extremities are directly affected by gravitational effects during standing and walking. The lower extremity becomes dysmorphic with progression of LEL, which causes significant cosmetic and functional problems.
      • Brennan M.J.
      • Miller L.T.
      Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
      • Kerchner K.
      • Fleischer A.
      • Yosipovitch G.
      Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
      • Warren A.G.
      • Brorson H.
      • Borud L.J.
      • Slavin S.A.
      Lymphedema: a comprehensive review.
      • Szuba A.
      • Cooke J.P.
      • Yousuf S.
      • Rockson S.G.
      Decongestive lymphatic therapy for patients with cancer-related or primary lymphedema.
      For better management of LEL, it is important for medical staff to be aware of the factors associated with lower extremity dysmorphia (LED), which is commonly seen in progressed LEL cases.
      • Warren A.G.
      • Brorson H.
      • Borud L.J.
      • Slavin S.A.
      Lymphedema: a comprehensive review.
      • Szuba A.
      • Cooke J.P.
      • Yousuf S.
      • Rockson S.G.
      Decongestive lymphatic therapy for patients with cancer-related or primary lymphedema.
      • Tiwari A.
      • Cheng K.S.
      • Button M.
      • Myint F.
      • Hamilton G.
      Differential diagnosis, investigation, and current treatment of lower limb lymphedema.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      Indocyanine green (ICG) lymphography clearly visualises superficial lymph flow in real time without radiation exposure, and has been applied in the evaluation of lymphoedema.
      • Unno N.
      • Nishiyama M.
      • Suzuki M.
      • Yamamoto N.
      • Inuzuka K.
      • Sagara D.
      • et al.
      Quantitative lymph imaging for assessment of lymph function using indocyanine green fluorescence lymphography.
      • Rasmussen J.C.
      • Aldrich M.B.
      • Tan I.C.
      • Darne C.
      • Zhu B.
      • O'Donnell Jr., T.F.
      • et al.
      Lymphatic transport in patients with chronic venous insufficiency and venous ulcers following sequential pneumatic compression.
      • Lee B.B.
      • Antignani P.
      • Baroncelli T.A.
      • Boccardo F.M.
      • Brorson H.
      • Campisi C.
      • et al.
      IUA-ISVI consensus for diagnosis guideline of chronic lymphedema of the limbs.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Kikuchi K.
      • Todokoro T.
      • et al.
      Dynamic indocyanine green lymphography for breast cancer-related arm lymphedema.
      • Yamamoto T.
      • Koshima I.
      Colourful indocyanine green lymphography.
      Severity staging systems based on ICG lymphography findings have been developed for evaluation of arm, leg, genital, and facial lymphoedema, and are reported to be useful for the early diagnosis of obstructive lymphoedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Yamamoto N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      Indocyanine green-enhanced lymphography for upper extremity lymphedema: a novel severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Iida T.
      • Matsuda N.
      • Kikuchi K.
      • Yoshimatsu H.
      • Mihara M.
      • et al.
      Indocyanine green (ICG)-enhanced lymphography for evaluation of facial lymphoedema.
      • Yamamoto T.
      • Yamamoto N.
      • Yoshimatsu H.
      • Hayami S.
      • Narushima M.
      • Koshima I.
      Indocyanine green lymphography for evaluation of genital lymphedema in secondary lower extremity lymphedema patients.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Yamamoto N.
      • Hayashi A.
      • Koshima I.
      Indocyanine green lymphography findings in primary leg lymphedema.
      ICG lymphography is becoming popular among physicians and therapists who look after lymphoedema patients, especially among lymphoedema surgeons.
      • Chang D.W.
      Lymphaticovenular bypass for lymphedema management in breast cancer patients: a prospective study.
      • Yamamoto T.
      • Narushima M.
      • Kikuchi K.
      • Yoshimatsu H.
      • Todokoro T.
      • Mihara M.
      • et al.
      Lambda-shaped anastomosis with intravascular stenting method for safe and effective lymphaticovenular anastomosis.
      • Granzow J.W.
      • Soderberg J.M.
      • Kaji A.H.
      • Dauphine C.
      An effective system of surgical treatment of lymphedema.
      ICG lymphography has become one of the most important pre-operative lymphoedema assessments, and plays an important role as an intra-operative navigation tool.
      • Yamamoto T.
      • Yamamoto N.
      • Azuma S.
      • Yoshimatsu H.
      • Seki Y.
      • Narushima M.
      • et al.
      Near-infrared illumination system-integrated microscope for supermicrosurgical lymphaticovenular anastomosis.
      • Cheng M.H.
      • Huang J.J.
      • Wu C.W.
      • Yang C.Y.
      • Lin C.Y.
      • Henry S.L.
      • et al.
      The mechanism of vascularized lymph node transfer for lymphedema: natural lymphaticovenous drainage.
      • Yamamoto T.
      • Yamamoto N.
      • Numahata T.
      • Yokoyama A.
      • Tashiro K.
      • Yoshimatsu H.
      • et al.
      Navigation lymphatic supermicrosurgery for the treatment of cancer-related peripheral lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Koshima I.
      Navigation lymphatic supermicrosurgery for iatrogenic lymphorrhea: supermicrosurgical lymphaticolymphatic anastomosis and lymphaticovenular anastomosis under indocyanine green lymphography navigation.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Seki Y.
      • Yamamoto N.
      • Shim T.W.
      • et al.
      A modified side-to-end lymphaticovenular anastomosis.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Seki Y.
      • Yamamoto N.
      • Oka A.
      • et al.
      Minimally invasive lymphatic supermicrosurgery (MILS): indocyanine green lymphography-guided simultaneous multi-site lymphaticovenular anastomoses via millimeter skin incisions.
      • Yamamoto T.
      • Yoshimatsu H.
      • Yamamoto N.
      Complete lymph flow reconstruction: a free vascularized lymph node true perforator flap transfer with efferent lymphaticolymphatic anastomosis.
      Although several reports have shown the usefulness of ICG lymphography for lymphoedema evaluation in the early stages of LEL and intra-operative navigation, no study has reported on the usefulness of ICG lymphography for evaluation of progressed LEL with LED.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Yamamoto N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      Indocyanine green-enhanced lymphography for upper extremity lymphedema: a novel severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Iida T.
      • Matsuda N.
      • Kikuchi K.
      • Yoshimatsu H.
      • Mihara M.
      • et al.
      Indocyanine green (ICG)-enhanced lymphography for evaluation of facial lymphoedema.
      • Yamamoto T.
      • Yamamoto N.
      • Yoshimatsu H.
      • Hayami S.
      • Narushima M.
      • Koshima I.
      Indocyanine green lymphography for evaluation of genital lymphedema in secondary lower extremity lymphedema patients.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Azuma S.
      • Yoshimatsu H.
      • Seki Y.
      • Narushima M.
      • et al.
      Near-infrared illumination system-integrated microscope for supermicrosurgical lymphaticovenular anastomosis.
      • Yamamoto T.
      • Yamamoto N.
      • Numahata T.
      • Yokoyama A.
      • Tashiro K.
      • Yoshimatsu H.
      • et al.
      Navigation lymphatic supermicrosurgery for the treatment of cancer-related peripheral lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Koshima I.
      Navigation lymphatic supermicrosurgery for iatrogenic lymphorrhea: supermicrosurgical lymphaticolymphatic anastomosis and lymphaticovenular anastomosis under indocyanine green lymphography navigation.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Seki Y.
      • Yamamoto N.
      • Oka A.
      • et al.
      Minimally invasive lymphatic supermicrosurgery (MILS): indocyanine green lymphography-guided simultaneous multi-site lymphaticovenular anastomoses via millimeter skin incisions.
      • Yamamoto T.
      • Yoshimatsu H.
      • Yamamoto N.
      Complete lymph flow reconstruction: a free vascularized lymph node true perforator flap transfer with efferent lymphaticolymphatic anastomosis.
      Since LED is associated with cosmetic and functional morbidity and should be prevented, LED associated factors should be clarified. This study aimed to elucidate independent factors associated with LED.

      Materials and Methods

      Two hundred and sixty eight limbs of 134 female patients with LEL secondary to pelvic cancer treatments who underwent bilateral pedal ICG lymphography between June 2009 and August 2014, under ethics committee approved protocol, were included in this study. All patients suffered from progressive lymphoedema secondary to pelvic lymphadenectomy refractory to compression therapy. No patient had past history of lymphoedema surgery. Clinical charts were reviewed to collect clinical and ICG lymphography findings; clinical findings when ICG lymphography was performed were used for analysis.
      Recorded clinical findings included age, body mass index (BMI), duration of oedema, past history of radiotherapy, past history of cellulitis, and limb circumferences. Duration of oedema was defined as time from symptomatic oedema onset to appointment for physical examination. Circumferences were measured at and 10 cm above and below the superior edge of the patella (C1, C2, C3), at the superior edge of the lateral malleolus (C4), and at the midpoint of the first metatarsal (C5). LEL index, index for body type corrected lymphoedematous lower extremity volume evaluation, was calculated based on the following formula; LEL index=(C12 + C22 + C32 + C42 + C52)/BMI.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      Unlike conventional volume measurement, LEL index is less influenced by body physique, and allows direct limb comparison between patients with different body physiques.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      ICG lymphography was performed as previously reported
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Yamamoto N.
      • Yoshimatsu H.
      • Hayami S.
      • Narushima M.
      • Koshima I.
      Indocyanine green lymphography for evaluation of genital lymphedema in secondary lower extremity lymphedema patients.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Yamamoto N.
      • Hayashi A.
      • Koshima I.
      Indocyanine green lymphography findings in primary leg lymphedema.
      : 0.2 mL of ICG (Diagnogreen 0.25%; Daiichi Pharmaceutical, Tokyo, Japan) was injected subcutaneously in the first web space and the lateral border of the Achilles tendons in both feet. After ICG injection, circumferential fluorescent images of lymphatic drainage channels were obtained using an infrared camera system (Photodynamic Eye [PDE]; Hamamatsu Photonics K.K., Hamamatsu, Japan). ICG lymphographic images were recorded at a plateau phase of the lymphography (12–18 h after injection). Based on ICG lymphography findings, leg dermal backflow (LDB) stage was determined as previously reported (Table 1 and Figure 1, Figure 2, Figure 3, Figure 4, Figure 5, Figure 6, Figure 7).
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      Table 1LDB stage based on ICG lymphography findings.
      LDB stageICG lymphography findings
      Stage 0Linear pattern only
      Stage ILinear pattern + Splash pattern
      Splash pattern is usually seen around the groin.
      Stage IILinear pattern + Stardust pattern (1 region)
      Lower extremity is divided into three regions: the thigh, the lower leg, and the foot.
      Stage IIILinear pattern + Stardust pattern (2 regions)
      Lower extremity is divided into three regions: the thigh, the lower leg, and the foot.
      Stage IVLinear pattern + Stardust pattern (3 regions)
      Lower extremity is divided into three regions: the thigh, the lower leg, and the foot.
      Stage VStardust pattern (associated with Diffuse pattern)
      ICG = indocyanine green; LDB = leg dermal backflow.
      a Splash pattern is usually seen around the groin.
      b Lower extremity is divided into three regions: the thigh, the lower leg, and the foot.
      Figure 1
      Figure 1Indocyanine green (ICG) lymphography findings. With progression of lymphoedema, ICG lymphography finding changes from Linear pattern (left), to Splash pattern (centre left), to Stardust pattern (centre right), and finally to Diffuse pattern (right).
      Figure 2
      Figure 2Leg dermal backflow stage 0. Linear pattern is seen without any dermal backflow patterns on indocyanine green lymphography.
      Figure 3
      Figure 3Leg dermal backflow stage I. Splash pattern is seen around the groin on indocyanine green lymphography. Linear pattern is also seen.
      Figure 4
      Figure 4Leg dermal backflow stage II. Stardust pattern is seen in the thigh on indocyanine green lymphography. Linear pattern is also seen.
      Figure 5
      Figure 5Leg dermal backflow stage III. Stardust pattern is seen in the thigh and lower leg on indocyanine green lymphography. Linear pattern is also seen.
      Figure 6
      Figure 6Leg dermal backflow stage IV. Stardust pattern is seen in the thigh, lower leg, and foot on indocyanine green lymphography. Linear pattern is also seen.
      Figure 7
      Figure 7Leg dermal backflow stage V. Diffuse or Stardust pattern is seen in a whole limb including the thigh, lower leg, and foot on indocyanine green lymphography. Linear pattern is not seen.
      LED was defined as a limb with a LEL index of 250 or higher, and set as a dependent variable. LEL index of 250 was reported to be a borderline of normal limb and significantly enlarged lymphoedematous limb according to previous studies.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      Independent variables included age (<65 years vs. 65 + years), BMI (<25 kg/m2 vs. 25 + kg/m2), duration of oedema (<60 months vs. 60 + months), past history of radiation (positive vs. negative), past history of leg cellulitis (positive vs. negative), and LDB stage (stage 0 vs. stage I/II/III/IV/V).
      • Kerchner K.
      • Fleischer A.
      • Yosipovitch G.
      Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
      • Warren A.G.
      • Brorson H.
      • Borud L.J.
      • Slavin S.A.
      Lymphedema: a comprehensive review.
      • Szuba A.
      • Cooke J.P.
      • Yousuf S.
      • Rockson S.G.
      Decongestive lymphatic therapy for patients with cancer-related or primary lymphedema.
      • Tiwari A.
      • Cheng K.S.
      • Button M.
      • Myint F.
      • Hamilton G.
      Differential diagnosis, investigation, and current treatment of lower limb lymphedema.
      Univariate analyses were done using chi-square test and Fisher exact probability test; chi-square test was used where all expected values were 5 or higher, whereas Fisher exact probability test was used where at least one of the expected values was lower than 5. Multivariate analysis was done using multiple logistic regression analysis. Statistical significance was defined as p < .05. All patients gave written consent to this study.

      Results

      Patient age ranged from 36 to 81 years (median 55 years), BMI from 16.2 to 33.3 kg/m2 (median 22.4 kg/m2), and duration of oedema from 3 to 324 months (median 48 months). Forty-eight patients (35.8%) had past history of radiation, and 76 patients (56.7%) had past history of cellulitis. LDB stage included stage 0 in 11 limbs (4.1%), stage I in 62 limbs (23.1%), stage II in 56 limbs (20.9%), stage III in 75 limbs (28.0%), stage IV in 53 limbs (19.8%), and stage V in 11 limbs (4.1%). LED was observed in 106 limbs (39.6%).
      Univariate analysis revealed significant differences in the LED rate between negative and positive past history of cellulitis (30.1% vs. 46.4%, p = .006), and between LDB stage 0 and LDB stage III/IV/V (9.1% vs. 56.0%/81.1%/72.7%, p = .004/<.001/.002) (Table 2 and Fig. 8).
      Table 2Univariate analysis of LED associated factors.
      ParameternLEDUnivariate analysis
      n%p value
      Age, years<651827641.8.283
      65+
      “–” represents that value and over.
      863034.9
      BMI, kg/m2<251948242.3.141
      25+
      “–” represents that value and over.
      742432.4
      Oedema, m<601465034.2.052
      60+
      “–” represents that value and over.
      1225645.9
      Radiation(−)1726739.0.788
      (+)963940.6
      Cellulitis(−)1163530.2.006
      (+)1527146.7
      LDB stagestage 01119.1
      Used as a control.
      stage I6246.5.749
      stage II56814.3.644
      stage III754256.0.004
      stage IV534381.1<.001
      stage V11872.7.002
      Bold values indicate statistical significance.
      LED = lower extremity dysmorphia; BMI = body mass index; LDB = leg dermal backflow.
      a “–” represents that value and over.
      b Used as a control.
      Figure 8
      Figure 8Univariate analysis of factors associated with lower extremity dysmorphia (LED). Bars with asterisks indicate statistical significance (p < .05; * chi-square test, ** Fisher exact probability test).
      Multivariate analysis revealed that independent factors associated with LED were higher LDB stages compared with LDB stage 0 (LDB stage III; OR 17.586; 95% CI 2.055–150.482; p = .009) (LDB stage IV; OR 76.794; 95% CI 8.132–725.199; p < .001) (LDB stage V; OR 47.423; 95% CI 3.704–607.192; p = .003). On the other hand, inverse associations were observed in higher age (age 65 years or older; OR 0.409; 95% CI 0.190–0.881; p = .022) and higher BMI (BMI of 25 kg/m2 or larger; OR 0.408; 95% CI 0.176–0.946; p = .037) (Table 3).
      Table 3Multivariate analysis of LED associated factors.
      Parameterp valuePRCOR
      OR95% CI
      Age, years(<65)
      Used as a control.
      (65+).022−0.8930.4090.190–0.881
      BMI, kg/m2(<25)
      Used as a control.
      (25+).037−0.8970.4080.176–0.946
      Oedema, m(<60)
      Used as a control.
      (60+).7150.1341.1440.557–2.350
      Radiation(−)
      Used as a control.
      (+).983−0.0080.9920.490–2.009
      Cellulitis(−)
      Used as a control.
      (+).4020.3091.3620.661–2.807
      LDB stage(stage 0)
      Used as a control.
      (stage I).883−0.1740.8410.083–8.488
      (stage II).5900.6081.8380.201–16.797
      (stage III).0092.86717.5862.055–150.482
      (stage IV)<.0014.34176.7948.132–725.199
      (stage V).0033.85947.4233.704–607.192
      Bold values indicate statistical significance.
      LED, lower extremity dysmorphia; PRC, partial regression coefficient; BMI, body mass index; LDB, leg dermal backflow.
      a Used as a control.

      Discussion

      Previous studies have reported potential factors associated with LEL severity, which were included and evaluated in this study to confirm LED associated factors by multivariate analysis.
      • Brennan M.J.
      • Miller L.T.
      Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
      • Kerchner K.
      • Fleischer A.
      • Yosipovitch G.
      Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
      • Warren A.G.
      • Brorson H.
      • Borud L.J.
      • Slavin S.A.
      Lymphedema: a comprehensive review.
      • Todo Y.
      • Yamamoto R.
      • Minobe S.
      • Suzuki Y.
      • Takeshi U.
      • Nakatani M.
      • et al.
      Risk factors for postoperative lower-extremity lymphedema in endometrial cancer survivors who had treatment including lymphadenectomy.
      • Tada H.
      • Teramukai S.
      • Fukushima M.
      • Sasaki H.
      Risk factors for lower limb lymphedema after lymph node dissection in patients with ovarian and uterine carcinoma.
      • Chang S.B.
      • Askew R.L.
      • Xing Y.
      • Weaver S.
      • Gershenwald J.E.
      • Lee J.E.
      • et al.
      Prospective assessment of postoperative complications and associated costs following inguinal lymph node dissection (ILND) in melanoma patients.
      • Fuller J.
      • Guderian D.
      • Kohler C.
      • Schneider A.
      • Wendt T.G.
      Lymph edema of the lower extremities after lymphadenectomy and radiotherapy for cervical cancer.
      In progressed LEL cases, morphological changes of lymphoedematous limbs are common, which should be prevented by appropriate management. Although swelling or pitting oedema is a common feature in LEL, morphological changes are caused not only by pitting oedema caused by lymph retention but also by non-pitting oedema caused by fat deposition. Therefore, the term “LED” has been used to represent the morphological changes of lymphoedematous limbs, as the term “swelling” seemed inappropriate.
      • Tiwari A.
      • Cheng K.S.
      • Button M.
      • Myint F.
      • Hamilton G.
      Differential diagnosis, investigation, and current treatment of lower limb lymphedema.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      • Lee B.B.
      • Antignani P.
      • Baroncelli T.A.
      • Boccardo F.M.
      • Brorson H.
      • Campisi C.
      • et al.
      IUA-ISVI consensus for diagnosis guideline of chronic lymphedema of the limbs.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Granzow J.W.
      • Soderberg J.M.
      • Kaji A.H.
      • Dauphine C.
      An effective system of surgical treatment of lymphedema.
      • Todo Y.
      • Yamamoto R.
      • Minobe S.
      • Suzuki Y.
      • Takeshi U.
      • Nakatani M.
      • et al.
      Risk factors for postoperative lower-extremity lymphedema in endometrial cancer survivors who had treatment including lymphadenectomy.
      The present study revealed that higher LDB stage, lower age, and lower BMI were LED associated factors. Among them, LDB stage had the highest OR, and was considered the most important factor for LED. Contrary to some previous reports,
      • Brennan M.J.
      • Miller L.T.
      Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
      • Warren A.G.
      • Brorson H.
      • Borud L.J.
      • Slavin S.A.
      Lymphedema: a comprehensive review.
      • Tada H.
      • Teramukai S.
      • Fukushima M.
      • Sasaki H.
      Risk factors for lower limb lymphedema after lymph node dissection in patients with ovarian and uterine carcinoma.
      lower BMI was associated with LED. As LED was defined using LEL index which was a BMI corrected lymphoedematous volume, a patient with lower BMI would be likely to have higher LEL index and to be associated with LED.
      LED is associated with significant clinical problems in physical appearance and function, and has a significant detrimental impact on LEL patients' quality of life.
      • Brennan M.J.
      • Miller L.T.
      Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
      • Kerchner K.
      • Fleischer A.
      • Yosipovitch G.
      Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
      • Warren A.G.
      • Brorson H.
      • Borud L.J.
      • Slavin S.A.
      Lymphedema: a comprehensive review.
      • Szuba A.
      • Cooke J.P.
      • Yousuf S.
      • Rockson S.G.
      Decongestive lymphatic therapy for patients with cancer-related or primary lymphedema.
      • Tiwari A.
      • Cheng K.S.
      • Button M.
      • Myint F.
      • Hamilton G.
      Differential diagnosis, investigation, and current treatment of lower limb lymphedema.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      • Unno N.
      • Nishiyama M.
      • Suzuki M.
      • Yamamoto N.
      • Inuzuka K.
      • Sagara D.
      • et al.
      Quantitative lymph imaging for assessment of lymph function using indocyanine green fluorescence lymphography.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Granzow J.W.
      • Soderberg J.M.
      • Kaji A.H.
      • Dauphine C.
      An effective system of surgical treatment of lymphedema.
      • Todo Y.
      • Yamamoto R.
      • Minobe S.
      • Suzuki Y.
      • Takeshi U.
      • Nakatani M.
      • et al.
      Risk factors for postoperative lower-extremity lymphedema in endometrial cancer survivors who had treatment including lymphadenectomy.
      • Tada H.
      • Teramukai S.
      • Fukushima M.
      • Sasaki H.
      Risk factors for lower limb lymphedema after lymph node dissection in patients with ovarian and uterine carcinoma.
      As revealed in this study, it is important for medical staff who care for lymphoedema patients to be aware of LED associated factors. Although commonly applied in clinical situations, volume measurement is inappropriate or even impossible to evaluate LED, because volume difference is not adequate for evaluation in most LEL cases especially with bilateral involvement; “normal” limb volume cannot be determined in bilateral LEL patients, and volume does not give information on how much an affected limb has increased in size. In addition, a given volume difference has different clinical impact on patients with different body physiques; for example, 500 mL increase in a limb of a patient with BMI of 20 kg/m2 should mean more severe lymphoedematous change than that of a patient with BMI of 40 kg/m2.
      • Tiwari A.
      • Cheng K.S.
      • Button M.
      • Myint F.
      • Hamilton G.
      Differential diagnosis, investigation, and current treatment of lower limb lymphedema.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      • Deltombe T.
      • Jamart J.
      • Recloux S.
      • Legrand C.
      • Vandenbroeck N.
      • Theys S.
      • et al.
      Reliability and limits of agreement of circumferential, water displacement, and optoelectronic volumetry in the measurement of lower limb lymphedema.
      • Karges J.R.
      • Mark B.E.
      • Stikeleather S.J.
      • Worrell T.W.
      Concurrent validity of lower-extremity volume estimates: comparison of calculated volume derived from girth measurements and water displacement volume.
      As previously reported, the LEL index allows body type corrected lymphoedematous volume evaluation, as it is adjusted by taking body physique or BMI into consideration.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      • Yamamoto T.
      • Yamamoto N.
      • Hara H.
      • Mihara M.
      • Narushima M.
      • Koshima I.
      Upper extremity lymphedema (UEL) index: a simple method for severity evaluation of upper extremity lymphedema.
      • Yamamoto N.
      • Yamamoto T.
      • Hayashi N.
      • Hayashi A.
      • Iida T.
      • Koshima I.
      Arm volumetry versus upper extremity lymphedema index: validity of upper extremity lymphedema index for body-type corrected arm volume evaluation.
      Definition of LED with LEL index of 250 or higher is based on results from previous studies that most limbs of progressed lymphoedema patients with significant lymphoedematous volume change had a LEL index of 250 or higher, and that no healthy volunteer limb showed a LEL index over 250.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Seki Y.
      • Yamamoto N.
      • Oka A.
      • et al.
      Minimally invasive lymphatic supermicrosurgery (MILS): indocyanine green lymphography-guided simultaneous multi-site lymphaticovenular anastomoses via millimeter skin incisions.
      • Yamamoto N.
      • Yamamoto T.
      • Hayashi N.
      • Hayashi A.
      • Iida T.
      • Koshima I.
      Arm volumetry versus upper extremity lymphedema index: validity of upper extremity lymphedema index for body-type corrected arm volume evaluation.
      • Yamamoto T.
      • Yamamoto N.
      • Yamashita M.
      • Furuya M.
      • Hayashi A.
      • Koshima I.
      Efferent lymphatic vessel anastomosis: supermicrosurgical efferent lymphatic vessel-to-venous anastomosis for the prophylactic treatment of subclinical lymphedema.
      In the management of secondary LEL, appropriate pathophysiological evaluation is critical.
      • Brennan M.J.
      • Miller L.T.
      Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
      • Kerchner K.
      • Fleischer A.
      • Yosipovitch G.
      Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      After pelvic cancer treatments, lymph flows are obstructed in the pelvic region with the risk of lymphoedema development. Even before subjective symptom manifestations, abnormal lymph circulation can be reflected in dermal backflow, which is defined as subclinical lymphoedema; on ICG lymphography, this reversible lymph backflow is seen as a splash pattern.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Kikuchi K.
      • Todokoro T.
      • et al.
      Dynamic indocyanine green lymphography for breast cancer-related arm lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      • Yamamoto T.
      • Yamamoto N.
      • Yamashita M.
      • Furuya M.
      • Hayashi A.
      • Koshima I.
      Efferent lymphatic vessel anastomosis: supermicrosurgical efferent lymphatic vessel-to-venous anastomosis for the prophylactic treatment of subclinical lymphedema.
      When lymphatic collateral pathways fail to compensate for lymph overload, irreversible lymph backflow occurs, and leads to symptomatic progressive lymphoedema; this irreversible lymph backflow is seen as a stardust or diffuse pattern on ICG lymphography.
      • Kerchner K.
      • Fleischer A.
      • Yosipovitch G.
      Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Yamamoto N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      Indocyanine green-enhanced lymphography for upper extremity lymphedema: a novel severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Iida T.
      • Matsuda N.
      • Kikuchi K.
      • Yoshimatsu H.
      • Mihara M.
      • et al.
      Indocyanine green (ICG)-enhanced lymphography for evaluation of facial lymphoedema.
      • Yamamoto T.
      • Yamamoto N.
      • Yoshimatsu H.
      • Hayami S.
      • Narushima M.
      • Koshima I.
      Indocyanine green lymphography for evaluation of genital lymphedema in secondary lower extremity lymphedema patients.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Yamamoto N.
      • Hayashi A.
      • Koshima I.
      Indocyanine green lymphography findings in primary leg lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      • Akita S.
      • Nakamura R.
      • Yamamoto N.
      • Tokumoto H.
      • Ishigaki T.
      • Yamaji Y.
      Early detection of lymphatic disorder and treatment for lymphedema following breast cancer.
      • Akita S.
      • Mitsukawa N.
      • Rikihisa N.
      • Kubota Y.
      • Omori N.
      • Mitsuhashi A.
      • et al.
      Early diagnosis and risk factors for lymphedema following lymph node dissection for gynecologic cancer.
      With progression of lymphoedema, the lower extremity becomes dysmorphic, which causes clinically significant problems in cosmesis and function of the affected limb.
      • Yamamoto T.
      • Matsuda N.
      • Todokoro T.
      • Yoshimatsu H.
      • Narushima M.
      • Mihara M.
      • et al.
      Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Hayashi N.
      • Hayashi A.
      • Koshima I.
      Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      To prevent clinical morbidities in LEL patients, it is important to clarify factors associated with LED. Previous reports revealed that ICG lymphography was useful for early diagnosis of secondary LEL.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      However, there has been no study that reports an association between progressed LEL with LED and ICG lymphography findings. This is the first report that has clarified a strong association between LED and ICG lymphography.
      As revealed in this study, ICG lymphography based LDB stage has the strongest association with LED which is commonly seen in progressed LEL cases. ICG lymphography plays an important role in the evaluation of both early and late stage lymphoedema.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      In the management of lymphoedema, many patients have been seen with discrepancy between clinical severity, severity staging systems based on, for example, the International Society of Lymphology (ISL) stage or Campisi stage, and prognosis or progression of lymphoedema; some patients with ISL stage 2 lymphoedema show aggressive progression refractory to treatments, whereas others are responsive to and controlled by treatments.
      • International Society of Lymphology
      The diagnosis and treatment of peripheral lymphedema: 2013 Consensus Document of the International Society of Lymphology.
      • Campisi C.
      • Boccardo F.
      Microsurgical technique for lymphedema treatment: derivative lymphatic-venous microsurgery.
      Previous studies revealed that ICG lymphography allowed better stratification of lymphoedema progression risk; ISL stage 0 could be classified into three stages, LDB stages 0, I, and II with differing prognoses.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      • Akita S.
      • Mitsukawa N.
      • Rikihisa N.
      • Kubota Y.
      • Omori N.
      • Mitsuhashi A.
      • et al.
      Early diagnosis and risk factors for lymphedema following lymph node dissection for gynecologic cancer.
      As ICG lymphography allows the clearest visualisation of superficial lymph flows, severity staging based on LDB stage would be useful for evaluation of the pathophysiological conditions of lymphoedema.
      • Unno N.
      • Nishiyama M.
      • Suzuki M.
      • Yamamoto N.
      • Inuzuka K.
      • Sagara D.
      • et al.
      Quantitative lymph imaging for assessment of lymph function using indocyanine green fluorescence lymphography.
      • Rasmussen J.C.
      • Aldrich M.B.
      • Tan I.C.
      • Darne C.
      • Zhu B.
      • O'Donnell Jr., T.F.
      • et al.
      Lymphatic transport in patients with chronic venous insufficiency and venous ulcers following sequential pneumatic compression.
      • Lee B.B.
      • Antignani P.
      • Baroncelli T.A.
      • Boccardo F.M.
      • Brorson H.
      • Campisi C.
      • et al.
      IUA-ISVI consensus for diagnosis guideline of chronic lymphedema of the limbs.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Yamamoto N.
      • Kikuchi K.
      • Todokoro T.
      • et al.
      Dynamic indocyanine green lymphography for breast cancer-related arm lymphedema.
      • Yamamoto T.
      • Koshima I.
      Colourful indocyanine green lymphography.
      • Yamamoto T.
      • Narushima M.
      • Doi K.
      • Oshima A.
      • Ogata F.
      • Mihara M.
      • et al.
      Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Yamamoto N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      Indocyanine green-enhanced lymphography for upper extremity lymphedema: a novel severity staging system using dermal backflow patterns.
      • Yamamoto T.
      • Iida T.
      • Matsuda N.
      • Kikuchi K.
      • Yoshimatsu H.
      • Mihara M.
      • et al.
      Indocyanine green (ICG)-enhanced lymphography for evaluation of facial lymphoedema.
      • Yamamoto T.
      • Yamamoto N.
      • Yoshimatsu H.
      • Hayami S.
      • Narushima M.
      • Koshima I.
      Indocyanine green lymphography for evaluation of genital lymphedema in secondary lower extremity lymphedema patients.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Yamamoto N.
      • Hayashi A.
      • Koshima I.
      Indocyanine green lymphography findings in primary leg lymphedema.
      If a patient shows mild lymphoedema but progressed stage in LDB stage, medical staff should consider more progressive treatment than that suggested by its clinical appearance.
      • Yamamoto T.
      • Matsuda N.
      • Doi K.
      • Oshima A.
      • Yoshimatsu H.
      • Todokoro T.
      • et al.
      The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
      • Granzow J.W.
      • Soderberg J.M.
      • Kaji A.H.
      • Dauphine C.
      An effective system of surgical treatment of lymphedema.
      • Yamamoto T.
      • Koshima I.
      Subclinical lymphedema: understanding is the clue to decision making.
      Limitations of the study included its design, a retrospective observational study. Further clinical studies are required to confirm that the LED associated factors revealed in this study are useful to predict the disease progression with poor quality of life, and that progressive interventions to high risk patients prevent progression of LEL. This study included only female LEL patients secondary to pelvic cancer treatments. Therefore, it is still unclear whether the results are applicable to primary LEL, male LEL, and LEL secondary to inguinal lymph node dissection. Other factors such as operative procedures of pelvic cancer surgery and extension or type of lymph node dissection could be associated with LED, but could not be included in this study because relevant records were not available.
      • Weinberger V.
      • Cibula D.
      • Zikan M.
      Lymphocele: prevalence and management in gynecological malignancies.
      • Achouri A.
      • Huchon C.
      • Bats A.S.
      • Bensaid C.
      • Nos C.
      • Lécuru F.
      Complications of lymphadenectomy for gynecologic cancer.
      • Hareyama H.
      • Ito K.
      • Hada K.
      • Uchida A.
      • Hayakashi Y.
      • Hirayama E.
      • et al.
      Reduction/prevention of lower extremity lymphedema after pelvic and para-aortic lymphadenectomy for patients with gynecologic malignancies.
      • Yamamoto T.
      • Yoshimatsu H.
      • Yamamoto N.
      • Narushima M.
      • Iida T.
      • Koshima I.
      Side-to-end lymphaticovenular anastomosis through temporary lymphatic expansion.
      Recently, various effective and less invasive surgical treatments have been reported to be useful for the management of progressive LEL refractory to conservative treatments.
      • Chang D.W.
      Lymphaticovenular bypass for lymphedema management in breast cancer patients: a prospective study.
      • Yamamoto T.
      • Narushima M.
      • Kikuchi K.
      • Yoshimatsu H.
      • Todokoro T.
      • Mihara M.
      • et al.
      Lambda-shaped anastomosis with intravascular stenting method for safe and effective lymphaticovenular anastomosis.
      • Granzow J.W.
      • Soderberg J.M.
      • Kaji A.H.
      • Dauphine C.
      An effective system of surgical treatment of lymphedema.
      • Yamamoto T.
      • Yamamoto N.
      • Azuma S.
      • Yoshimatsu H.
      • Seki Y.
      • Narushima M.
      • et al.
      Near-infrared illumination system-integrated microscope for supermicrosurgical lymphaticovenular anastomosis.
      • Cheng M.H.
      • Huang J.J.
      • Wu C.W.
      • Yang C.Y.
      • Lin C.Y.
      • Henry S.L.
      • et al.
      The mechanism of vascularized lymph node transfer for lymphedema: natural lymphaticovenous drainage.
      • Yamamoto T.
      • Yamamoto N.
      • Numahata T.
      • Yokoyama A.
      • Tashiro K.
      • Yoshimatsu H.
      • et al.
      Navigation lymphatic supermicrosurgery for the treatment of cancer-related peripheral lymphedema.
      • Yamamoto T.
      • Yoshimatsu H.
      • Koshima I.
      Navigation lymphatic supermicrosurgery for iatrogenic lymphorrhea: supermicrosurgical lymphaticolymphatic anastomosis and lymphaticovenular anastomosis under indocyanine green lymphography navigation.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Seki Y.
      • Yamamoto N.
      • Shim T.W.
      • et al.
      A modified side-to-end lymphaticovenular anastomosis.
      • Yamamoto T.
      • Narushima M.
      • Yoshimatsu H.
      • Seki Y.
      • Yamamoto N.
      • Oka A.
      • et al.
      Minimally invasive lymphatic supermicrosurgery (MILS): indocyanine green lymphography-guided simultaneous multi-site lymphaticovenular anastomoses via millimeter skin incisions.
      • Yamamoto T.
      • Yoshimatsu H.
      • Yamamoto N.
      Complete lymph flow reconstruction: a free vascularized lymph node true perforator flap transfer with efferent lymphaticolymphatic anastomosis.
      • Yamamoto T.
      • Yoshimatsu H.
      • Narushima M.
      • Yamamoto N.
      • Oka A.
      • Seki Y.
      • et al.
      Split intravascular stents for side-to-end lymphaticovenular anastomosis.
      • Brorson H.
      Liposuction in lymphedema treatment.
      LDB stage would be useful when considering indications for surgical treatments for refractory LEL, although further investigations are warranted.

      Conclusions

      Independent factors associated with LED have been clarified. ICG lymphography based LDB stage had the strongest association with LED. Lymphoedema evaluation using ICG lymphography is useful for progressed LEL with LED. Patients with higher LDB stage should be carefully followed and considered for aggressive treatments.

      Acknowledgments

      We would like to thank Rico and all members in our department for their kind support of data collection and manuscript preparation.

      Conflict of Interest

      None.

      Funding

      Tokyo Metropolitan Clinical Research Grant for Special Research H280402001 (to T.Y.) covered the cost of manuscript preparation. The sponsor had no role in study design, data collection, data analysis, or interpretation of data.

      References

        • Brennan M.J.
        • Miller L.T.
        Overview of treatment options and review of the current role and use of compression garments, intermittent pumps, and exercise in the management of lymphedema.
        Cancer. 1998; 83: 2821-2827
        • Armer J.
        The problem of post-breast cancer lymphedema: impact and measurement issues.
        Cancer Invest. 2005; 23: 76-83
        • Kerchner K.
        • Fleischer A.
        • Yosipovitch G.
        Lower extremity lymphedema update: pathophysiology, diagnosis, and treatment guidelines.
        J Am Acad Dermatol. 2008; 59: 324-331
        • Warren A.G.
        • Brorson H.
        • Borud L.J.
        • Slavin S.A.
        Lymphedema: a comprehensive review.
        Ann Plast Surg. 2007; 59: 464-472
        • Szuba A.
        • Cooke J.P.
        • Yousuf S.
        • Rockson S.G.
        Decongestive lymphatic therapy for patients with cancer-related or primary lymphedema.
        Am J Med. 2000; 109: 296-300
        • Tiwari A.
        • Cheng K.S.
        • Button M.
        • Myint F.
        • Hamilton G.
        Differential diagnosis, investigation, and current treatment of lower limb lymphedema.
        Arch Surg. 2003; 138: 152-161
        • Yamamoto T.
        • Matsuda N.
        • Todokoro T.
        • Yoshimatsu H.
        • Narushima M.
        • Mihara M.
        • et al.
        Lower extremity lymphedema index: a simple method for severity evaluation of lower extremity lymphedema.
        Ann Plast Surg. 2011; 67: 637-640
        • Yamamoto T.
        • Yamamoto N.
        • Hayashi N.
        • Hayashi A.
        • Koshima I.
        Practicality of lower extremity lymphedema index: lymphedema index versus volumetry-based evaluations for body-type corrected lower extremity volume evaluation.
        Ann Plast Surg. 2016; 77: 115-118
        • Unno N.
        • Nishiyama M.
        • Suzuki M.
        • Yamamoto N.
        • Inuzuka K.
        • Sagara D.
        • et al.
        Quantitative lymph imaging for assessment of lymph function using indocyanine green fluorescence lymphography.
        Eur J Endovasc Surg. 2008; 36: 230-236
        • Rasmussen J.C.
        • Aldrich M.B.
        • Tan I.C.
        • Darne C.
        • Zhu B.
        • O'Donnell Jr., T.F.
        • et al.
        Lymphatic transport in patients with chronic venous insufficiency and venous ulcers following sequential pneumatic compression.
        J Vasc Surg Venous Lymphat Disord. 2016; 4: 9-17
        • Lee B.B.
        • Antignani P.
        • Baroncelli T.A.
        • Boccardo F.M.
        • Brorson H.
        • Campisi C.
        • et al.
        IUA-ISVI consensus for diagnosis guideline of chronic lymphedema of the limbs.
        Int Angiol. 2015; 34: 311-332
        • Yamamoto T.
        • Narushima M.
        • Yoshimatsu H.
        • Yamamoto N.
        • Oka A.
        • Seki Y.
        • et al.
        Indocyanine green velocity: lymph transportation capacity deterioration with progression of lymphedema.
        Ann Plast Surg. 2013; 71: 59-594
        • Yamamoto T.
        • Narushima M.
        • Yoshimatsu H.
        • Yamamoto N.
        • Kikuchi K.
        • Todokoro T.
        • et al.
        Dynamic indocyanine green lymphography for breast cancer-related arm lymphedema.
        Ann Plast Surg. 2014; 73: 706-709
        • Yamamoto T.
        • Koshima I.
        Colourful indocyanine green lymphography.
        J Plast Reconstr Aesthet Surg. 2014; 67: 432-433
        • Yamamoto T.
        • Narushima M.
        • Doi K.
        • Oshima A.
        • Ogata F.
        • Mihara M.
        • et al.
        Characteristic indocyanine green lymphography findings in lower extremity lymphedema: the generation of a novel lymphedema severity staging system using dermal backflow patterns.
        Plast Reconstr Surg. 2011; 127: 1979-1986
        • Yamamoto T.
        • Yamamoto N.
        • Doi K.
        • Oshima A.
        • Yoshimatsu H.
        • Todokoro T.
        • et al.
        Indocyanine green-enhanced lymphography for upper extremity lymphedema: a novel severity staging system using dermal backflow patterns.
        Plast Reconstr Surg. 2011; 128: 941-947
        • Yamamoto T.
        • Iida T.
        • Matsuda N.
        • Kikuchi K.
        • Yoshimatsu H.
        • Mihara M.
        • et al.
        Indocyanine green (ICG)-enhanced lymphography for evaluation of facial lymphoedema.
        J Plast Reconstr Aesthet Surg. 2011; 64: 1541-1544
        • Yamamoto T.
        • Yamamoto N.
        • Yoshimatsu H.
        • Hayami S.
        • Narushima M.
        • Koshima I.
        Indocyanine green lymphography for evaluation of genital lymphedema in secondary lower extremity lymphedema patients.
        J Vasc Surg Venous Lym Dis. 2013; 1: 400-405
        • Yamamoto T.
        • Matsuda N.
        • Doi K.
        • Oshima A.
        • Yoshimatsu H.
        • Todokoro T.
        • et al.
        The earliest finding of indocyanine green lymphography in asymptomatic limbs of lower extremity lymphedema patients secondary to cancer treatment: the modified dermal backflow stage and concept of subclinical lymphedema.
        Plast Reconstr Surg. 2011; 128: 314e-321e
        • Yamamoto T.
        • Yoshimatsu H.
        • Narushima M.
        • Yamamoto N.
        • Hayashi A.
        • Koshima I.
        Indocyanine green lymphography findings in primary leg lymphedema.
        Eur J Vasc Endovasc Surg. 2015; 49: 95-102
        • Chang D.W.
        Lymphaticovenular bypass for lymphedema management in breast cancer patients: a prospective study.
        Plast Reconstr Surg. 2010; 126: 752-758
        • Yamamoto T.
        • Narushima M.
        • Kikuchi K.
        • Yoshimatsu H.
        • Todokoro T.
        • Mihara M.
        • et al.
        Lambda-shaped anastomosis with intravascular stenting method for safe and effective lymphaticovenular anastomosis.
        Plast Reconstr Surg. 2011; 127: 1987-1992
        • Granzow J.W.
        • Soderberg J.M.
        • Kaji A.H.
        • Dauphine C.
        An effective system of surgical treatment of lymphedema.
        Ann Surg Oncol. 2014; 21: 1189-1194
        • Yamamoto T.
        • Yamamoto N.
        • Azuma S.
        • Yoshimatsu H.
        • Seki Y.
        • Narushima M.
        • et al.
        Near-infrared illumination system-integrated microscope for supermicrosurgical lymphaticovenular anastomosis.
        Microsurgery. 2014; 34: 23-27
        • Cheng M.H.
        • Huang J.J.
        • Wu C.W.
        • Yang C.Y.
        • Lin C.Y.
        • Henry S.L.
        • et al.
        The mechanism of vascularized lymph node transfer for lymphedema: natural lymphaticovenous drainage.
        Plast Reconstr Surg. 2014; 133: 192e-198e
        • Yamamoto T.
        • Yamamoto N.
        • Numahata T.
        • Yokoyama A.
        • Tashiro K.
        • Yoshimatsu H.
        • et al.
        Navigation lymphatic supermicrosurgery for the treatment of cancer-related peripheral lymphedema.
        Vasc Endovasc Surg. 2014; 48: 139-143
        • Yamamoto T.
        • Yoshimatsu H.
        • Koshima I.
        Navigation lymphatic supermicrosurgery for iatrogenic lymphorrhea: supermicrosurgical lymphaticolymphatic anastomosis and lymphaticovenular anastomosis under indocyanine green lymphography navigation.
        J Plast Reconstr Aesthet Surg. 2014; 67: 1573-1579
        • Yamamoto T.
        • Yoshimatsu H.
        • Narushima M.
        • Seki Y.
        • Yamamoto N.
        • Shim T.W.
        • et al.
        A modified side-to-end lymphaticovenular anastomosis.
        Microsurgery. 2013; 33: 130-133
        • Yamamoto T.
        • Narushima M.
        • Yoshimatsu H.
        • Seki Y.
        • Yamamoto N.
        • Oka A.
        • et al.
        Minimally invasive lymphatic supermicrosurgery (MILS): indocyanine green lymphography-guided simultaneous multi-site lymphaticovenular anastomoses via millimeter skin incisions.
        Ann Plast Surg. 2014; 72: 67-70
        • Yamamoto T.
        • Yoshimatsu H.
        • Yamamoto N.
        Complete lymph flow reconstruction: a free vascularized lymph node true perforator flap transfer with efferent lymphaticolymphatic anastomosis.
        J Plast Reconstr Aesthet Surg. 2016 Sep; 69: 1227-1233
        • Yamamoto T.
        • Koshima I.
        Subclinical lymphedema: understanding is the clue to decision making.
        Plast Reconstr Surg. 2013; 132: 472e-473e
        • Todo Y.
        • Yamamoto R.
        • Minobe S.
        • Suzuki Y.
        • Takeshi U.
        • Nakatani M.
        • et al.
        Risk factors for postoperative lower-extremity lymphedema in endometrial cancer survivors who had treatment including lymphadenectomy.
        Gynecol Oncol. 2010; 119: 60-64
        • Tada H.
        • Teramukai S.
        • Fukushima M.
        • Sasaki H.
        Risk factors for lower limb lymphedema after lymph node dissection in patients with ovarian and uterine carcinoma.
        BMC Cancer. 2009; 5: 47
        • Chang S.B.
        • Askew R.L.
        • Xing Y.
        • Weaver S.
        • Gershenwald J.E.
        • Lee J.E.
        • et al.
        Prospective assessment of postoperative complications and associated costs following inguinal lymph node dissection (ILND) in melanoma patients.
        Ann Surg Oncol. 2010; 17: 2764-2772
        • Fuller J.
        • Guderian D.
        • Kohler C.
        • Schneider A.
        • Wendt T.G.
        Lymph edema of the lower extremities after lymphadenectomy and radiotherapy for cervical cancer.
        Strahlenther Onkol. 2008; 184: 206-211
        • Deltombe T.
        • Jamart J.
        • Recloux S.
        • Legrand C.
        • Vandenbroeck N.
        • Theys S.
        • et al.
        Reliability and limits of agreement of circumferential, water displacement, and optoelectronic volumetry in the measurement of lower limb lymphedema.
        Lymphology. 2007; 40: 26-34
        • Karges J.R.
        • Mark B.E.
        • Stikeleather S.J.
        • Worrell T.W.
        Concurrent validity of lower-extremity volume estimates: comparison of calculated volume derived from girth measurements and water displacement volume.
        Phys Ther. 2003; 83: 134-145
        • Yamamoto T.
        • Yamamoto N.
        • Hara H.
        • Mihara M.
        • Narushima M.
        • Koshima I.
        Upper extremity lymphedema (UEL) index: a simple method for severity evaluation of upper extremity lymphedema.
        Ann Plast Surg. 2013; 70: 47-49
        • Yamamoto N.
        • Yamamoto T.
        • Hayashi N.
        • Hayashi A.
        • Iida T.
        • Koshima I.
        Arm volumetry versus upper extremity lymphedema index: validity of upper extremity lymphedema index for body-type corrected arm volume evaluation.
        Ann Plast Surg. 2016 Jun; 76: 697-699
        • Yamamoto T.
        • Yamamoto N.
        • Yamashita M.
        • Furuya M.
        • Hayashi A.
        • Koshima I.
        Efferent lymphatic vessel anastomosis: supermicrosurgical efferent lymphatic vessel-to-venous anastomosis for the prophylactic treatment of subclinical lymphedema.
        Ann Plast Surg. 2016; 76: 424-427
        • Akita S.
        • Nakamura R.
        • Yamamoto N.
        • Tokumoto H.
        • Ishigaki T.
        • Yamaji Y.
        Early detection of lymphatic disorder and treatment for lymphedema following breast cancer.
        Plast Reconstr Surg. 2016; 138: 192e-202e
        • Akita S.
        • Mitsukawa N.
        • Rikihisa N.
        • Kubota Y.
        • Omori N.
        • Mitsuhashi A.
        • et al.
        Early diagnosis and risk factors for lymphedema following lymph node dissection for gynecologic cancer.
        Plast Reconstr Surg. 2013; 131: 283-290
        • International Society of Lymphology
        The diagnosis and treatment of peripheral lymphedema: 2013 Consensus Document of the International Society of Lymphology.
        Lymphology. 2013; 46: 1-11
        • Campisi C.
        • Boccardo F.
        Microsurgical technique for lymphedema treatment: derivative lymphatic-venous microsurgery.
        World J Surg. 2004; 28: 609-613
        • Weinberger V.
        • Cibula D.
        • Zikan M.
        Lymphocele: prevalence and management in gynecological malignancies.
        Expert Rev Anticancer Ther. 2014; 14: 307-317
        • Achouri A.
        • Huchon C.
        • Bats A.S.
        • Bensaid C.
        • Nos C.
        • Lécuru F.
        Complications of lymphadenectomy for gynecologic cancer.
        Eur J Surg Oncol. 2013; 39: 81-86
        • Hareyama H.
        • Ito K.
        • Hada K.
        • Uchida A.
        • Hayakashi Y.
        • Hirayama E.
        • et al.
        Reduction/prevention of lower extremity lymphedema after pelvic and para-aortic lymphadenectomy for patients with gynecologic malignancies.
        Ann Surg Oncol. 2012; 19: 268-273
        • Yamamoto T.
        • Yoshimatsu H.
        • Yamamoto N.
        • Narushima M.
        • Iida T.
        • Koshima I.
        Side-to-end lymphaticovenular anastomosis through temporary lymphatic expansion.
        PLoS One. 2013; 8: e59523
        • Yamamoto T.
        • Yoshimatsu H.
        • Narushima M.
        • Yamamoto N.
        • Oka A.
        • Seki Y.
        • et al.
        Split intravascular stents for side-to-end lymphaticovenular anastomosis.
        Ann Plast Surg. 2013; 71: 538-540
        • Brorson H.
        Liposuction in lymphedema treatment.
        J Reconstr Microsurg. 2016; 32: 56-65

      Linked Article

      • Factors Associated With Lower Extremity Dysmorphia Caused by Lower Extremity Lymphoedema: Comment on Data Sparsity
        European Journal of Vascular and Endovascular SurgeryVol. 54Issue 1
        • Preview
          We read the article by Yamamoto et al. with great interest.1 The authors aimed to examine independent factors associated with lower extremity dysmorphia (LED) in patients with secondary lower extremity lymphoedema. They found that the odds of LED were considerably higher among patients with stage IV leg dermal backflow (LDB) compared with those with stage 0 LDB (crude odds ratio [OR] 43.00, 95% confidence interval [CI] 4.92–375.76; adjusted OR 76.79, 95% CI 8.13–725.20), which is questionable. The authors believe that the very large effect size estimate, such as OR with considerably wide CI, can be yielded from sparse data.
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