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1.
Front Oncol ; 14: 1373434, 2024.
Article in English | MEDLINE | ID: mdl-38846971

ABSTRACT

The European Society for Radiotherapy and Oncology-Advisory Committee in Radiation Oncology Practice (ESTRO-ACROP) updated a new target volume delineation guideline for postmastectomy radiotherapy (PMRT) after implant-based reconstruction. This study aimed to evaluate the impact on breast complications with the new guideline compared to the conventional guidelines. In total, 308 patients who underwent PMRT after tissue expander or permanent implant insertion from 2016 to 2021 were included; 184 received PMRT by the new ESTRO-ACROP target delineation (ESTRO-T), and 124 by conventional target delineation (CONV-T). The endpoints were major breast complications (infection, necrosis, dehiscence, capsular contracture, animation deformity, and rupture) requiring re-operation or re-hospitalization and any grade ≥2 breast complications. With a median follow-up of 36.4 months, the cumulative incidence rates of major breast complications at 1, 2, and 3 years were 6.6%, 10.3%, and 12.6% in the ESTRO-T group, and 9.7%, 15.4%, and 16.3% in the CONV-T group; it did not show a significant difference between the groups (p = 0.56). In multivariable analyses, target delineation is not associated with the major complications (sHR = 0.87; p = 0.77). There was no significant difference in any breast complications (3-year incidence, 18.9% vs. 23.3%, respectively; p = 0.56). Symptomatic RT-induced pneumonitis was developed in six (3.2%) and three (2.4%) patients, respectively. One local recurrence occurred in the ESTRO-T group, which was within the ESTRO-target volume. The new ESTRO-ACROP target volume guideline did not demonstrate significant differences in major or any breast complications, although it showed a tendency of reduced complication risks. As the dosimetric benefits of normal organs and comparable oncologic outcomes have been reported, further analyses with long-term follow-up are necessary to evaluate whether it could be connected to better clinical outcomes.

2.
Arch Plast Surg ; 51(1): 36-41, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38425851

ABSTRACT

Background Among breast reconstruction methods, implant-based breast reconstruction has become the mainstream. However, periprosthetic infection is still an unresolved problem. Although published articles have revealed that limited use of antibiotics is sufficient to reduce infection rates, the number of surgeons still preferring elongated usage of antibiotics is not less. The aim of our study is to validate the appropriate duration of antibiotic use to reduce infection rate after implant-based breast reconstruction. Methods A retrospective study reviewed medical record of 235 patients (274 implants for reconstruction) who underwent prepectoral direct to implant breast reconstruction using acellular dermal matrix wrapping technique. Infection rates were analyzed for the patients administered postoperative prophylactic antibiotics until drain removal and those who received only perioperative prophylactic antibiotics for 24 hours. Results Of the 274 implants, 98 who were administered prophylactic antibiotics until drain removal had an infection rate of 3.06% (three implants) and 176 who received prophylactic antibiotics no longer than 24 hours postoperatively had an infection rate of 4.49% (eight implants). A total of 11 patients diagnosed with postoperative infection clinically, 8 were salvaged by antibiotic treatment, and 3 had implant removal and replacement with autologous flap. Postoperative antibiotic prophylaxis duration had no statistically significant effects in the risk of infection ( p = 0.549). Conclusion The duration of prophylactic antibiotics after surgery was not related to infection risk. Further study with a large number of patients, randomized control study, and route of antibiotics is needed.

3.
Arch Plast Surg ; 51(1): 30-35, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38425860

ABSTRACT

Background Breast aesthetics evaluation often relies on subjective assessments, leading to the need for objective, automated tools. We developed the Seoul Breast Esthetic Scoring Tool (S-BEST), a photometric analysis software that utilizes a DenseNet-264 deep learning model to automatically evaluate breast landmarks and asymmetry indices. Methods S-BEST was trained on a dataset of frontal breast photographs annotated with 30 specific landmarks, divided into an 80-20 training-validation split. The software requires the distances of sternal notch to nipple or nipple-to-nipple as input and performs image preprocessing steps, including ratio correction and 8-bit normalization. Breast asymmetry indices and centimeter-based measurements are provided as the output. The accuracy of S-BEST was validated using a paired t -test and Bland-Altman plots, comparing its measurements to those obtained from physical examinations of 100 females diagnosed with breast cancer. Results S-BEST demonstrated high accuracy in automatic landmark localization, with most distances showing no statistically significant difference compared with physical measurements. However, the nipple to inframammary fold distance showed a significant bias, with a coefficient of determination ranging from 0.3787 to 0.4234 for the left and right sides, respectively. Conclusion S-BEST provides a fast, reliable, and automated approach for breast aesthetic evaluation based on 2D frontal photographs. While limited by its inability to capture volumetric attributes or multiple viewpoints, it serves as an accessible tool for both clinical and research applications.

4.
Lymphat Res Biol ; 22(2): 124-130, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38265788

ABSTRACT

Background: Breast cancer-related lymphedema (BCRL) remains a significant postcancer treatment challenge with no definitive cure. Recent supermicrosurgical treatments, such as lymphovenous anastomosis (LVA), have shown promise but lack established objective indicators for outcome evaluation. We investigated the utility of Technetium-99m (Tc-99m) lymphoscintigraphy, an imaging technique providing objective information on lymphatic fluid flow, for assessing LVA surgical outcomes. Methods and Results: A retrospective cohort analysis of patients undergoing LVA for BCRL was conducted. Lymphoscintigraphy images pre- and 1-year postsurgery were compared to determine changes in lymphatic fluid flow of 18 patients based on newly defined parameters "uptake ratio" and "washout rates." Statistically significant reduction in the uptake ratio was observed in the forearm at 30 and 60 minutes postinjection phases. In addition, the forearm showed higher washout rate, indicating an improved lymphatic function in the forearm. Conclusion: Tc-99m lymphoscintigraphy can provide valuable objective data for evaluating LVA surgical outcomes in BCRL patients. However, site-specific differences in outcomes highlight the need for individualized surgical planning. Further large-scale studies are necessary to validate these preliminary findings and develop a standardized approach for LVA assessment.


Subject(s)
Breast Cancer Lymphedema , Breast Neoplasms , Lymphatic Vessels , Lymphedema , Organotechnetium Compounds , Humans , Female , Lymphoscintigraphy , Retrospective Studies , Phytic Acid , Anastomosis, Surgical , Treatment Outcome
5.
Sci Rep ; 13(1): 19720, 2023 11 13.
Article in English | MEDLINE | ID: mdl-37957217

ABSTRACT

Lymphedema is a disease that refers to tissue swelling caused by an accumulation of protein-rich fluid that is usually drained through the lymphatic system. Detection of lymphedema is often based on expensive diagnoses such as bioimpedance spectroscopy, shear wave elastography, computed tomography, etc. In current machine learning models for lymphedema prediction, reliance on observable symptoms reported by patients introduces the possibility of errors in patient-input data. Moreover, these symptoms are often absent during the initial stages of lymphedema, creating challenges in its early detection. Identifying lymphedema before these observable symptoms manifest would greatly benefit patients by potentially minimizing the discomfort caused by these symptoms. In this study, we propose to use new data, such as complete blood count, serum, and therapy data, to develop predictive models for lymphedema. This approach aims to compensate for the limitations of using only observable symptoms data. We collected data from 2137 patients, including 356 patients with lymphedema and 1781 patients without lymphedema, with the lymphedema status of each patient confirmed by clinicians. The data for each patient included: (1) a complete blood count (CBC) test, (2) a serum test, and (3) therapy information. We used various machine learning algorithms (i.e. random forest, gradient boosting, decision tree, logistic regression, and artificial neural network) to develop predictive models on the training dataset (i.e. 80% of the data) and evaluated the models on the external validation dataset (i.e. 20% of the data). After selecting the best predictive models, we created a web application to aid medical doctors and clinicians in the rapid screening of lymphedema patients. A dataset of 2137 patients was assembled from Seoul National University Bundang Hospital. Predictive models based on the random forest algorithm exhibited satisfactory performance (balanced accuracy = 87.0 ± 0.7%, sensitivity = 84.3 ± 0.6%, specificity = 89.1 ± 1.5%, precision = 97.4 ± 0.7%, F1 score = 90.4 ± 0.4%, and AUC = 0.931 ± 0.007). We developed a web application to facilitate the swift screening of lymphedema among medical practitioners: https://snubhtxt.shinyapps.io/SNUBH_Lymphedema . Our study introduces a novel tool for the early detection of lymphedema and establishes the foundation for future investigations into predicting different stages of the condition.


Subject(s)
Algorithms , Lymphedema , Humans , Neural Networks, Computer , Software , Hematologic Tests , Lymphedema/diagnosis , Lymphedema/therapy
6.
Medicina (Kaunas) ; 59(9)2023 Sep 14.
Article in English | MEDLINE | ID: mdl-37763775

ABSTRACT

Background and Objectives: When considering surgery for patients with breast cancer-related lymphedema (BCRL), it is crucial to determine which surgery will be most effective for the patient and establish the indications for each surgery. Our study retrospectively compared the results of preoperative noncontrast MR lymphangiography (NMRL) performed on the lymphedematous limb of patients before surgery, with the aim of analyzing whether preoperative NMRL can be used as a criterion for determining the type of surgery. Materials and Methods: From January 2020 to June 2022, a total of 138 patients with lymphedema underwent surgery at Seoul National University Bundang Hospital. All patients underwent preoperative NMRL imaging and were classified into stages 1-3 based on the MRI severity index using the authors' previous reference. Three types of surgery, LVA, LVA + liposuction, and LVA + VLNT, were conducted on all patients. The effectiveness of the surgery was evaluated one year postoperatively using the interlimb volume difference before and after surgery, the fluid volume of the edematous limb measured by bioimpedance spectroscopy, and the subjective satisfaction of the patients through the Lymph Q questionnaire. Results: In this study, out of a total of 138 patients, 26 (19%) were MRI stage 1, 62 (45%) were stage 2, and 50 (36%) were stage 3. Of the 83 patients who underwent LVA surgery, the greatest decrease in interlimb volume difference was observed in stage 2 patients, and subjective satisfaction was also the most effective in stage 2. In the case of LVA + liposuction patients, a significant volume decrease and a high satisfaction were observed in stage 3 patients. In the case of LVA + VLNT patients, there was no difference in volume decrease according to the stage, but a greater decrease in body fluid volume was observed as the MRI severity index score increased through BIA. Conclusions: In conclusion, this study demonstrates that NMRL imaging is a useful modality for determining the most effective surgical method and predicting the surgical outcome in patients with lymphedema. This highlights the importance of using NMRL in the treatment planning of lymphedema patients.


Subject(s)
Breast Neoplasms , Lymphedema , Humans , Female , Breast Neoplasms/complications , Breast Neoplasms/surgery , Lymphography , Retrospective Studies , Magnetic Resonance Imaging , Lymphedema/diagnostic imaging , Lymphedema/etiology , Lymphedema/surgery , Magnetic Resonance Spectroscopy
7.
Plast Reconstr Surg Glob Open ; 11(9): e5237, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37691707

ABSTRACT

Background: This study aimed to discuss several surgical approaches for advanced-stage breast cancer-related lymphedema and compared their treatment outcomes. Methods: The patients who underwent surgery with International Society of Lymphology stage III lymphedema were included in this study. The three surgical methods used here were (1) suction-assisted lipectomy with lymphovenous anastomosis, (2) autologous breast reconstruction with muscle-sparing transverse rectus abdominis muscle flap combined with inguinal lymph node transfer, and (3) vascularized lymph node transfer with free omental flap. Analysis of the postoperative outcomes in the patients was based on the difference in volume between patients pre- and postoperatively, LYMPH-Q questionnaire, and bioelectrical impedance analysis. Results: Eighty-seven patients with stage IIb or higher disease underwent surgery. 38 patients underwent suction-assisted lipectomy + lymphovenous anastomosis, 23 underwent autologous breast reconstruction with vascularized lymph node transfer + lymphovenous anastomosis, and 26 underwent right gastroepiploic omental vascularized lymph node transfer with lymphovenous anastomosis. The LYMPH-Q questionnaire, which evaluates patients' subjective satisfaction, showed that the autologous breast reconstruction group showed the greatest improvement, whereas in bioimpedance analysis, the omental flap group demonstrated the greatest postoperative improvement compared with preoperative values. However, suction-assisted lipectomy was considered the most effective surgical method for reducing limb volume in patients with high-stage lymphedema accompanied by fibrosis and volume increase. Conclusions: We observed slightly different clinical effects for each surgical method; however, all surgical methods demonstrated a reduction in the degree of edema and an increase in patient satisfaction.

8.
Asian J Surg ; 46(9): 3581-3586, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37537053

ABSTRACT

BACKGROUND: Numerous fascial closure techniques have been used to reduce donor site morbidities after transverse rectus abdominis myocutaneous (TRAM) flap harvest. A leaflet-shaped acellular dermal matrix (ADM) with a thickness gradient was designed to cover the defect effectively and to withstand the pressure applied to the lower portion of the defect. The complication and functional recovery rates of the donor site of the custom ADM were compared with those of previous methods of fascial closure (primary closure and polypropylene mesh assisted closure). MATERIALS AND METHODS: A retrospective review of patients undergoing immediate or delayed breast reconstruction using muscle-sparing TRAM flaps was performed. Abdominal bulging, hernia, wound dehiscence, infection, seroma, and hematoma rates were compared. The Back Performance Scale measured four months postoperatively was compared to evaluate the donor site's recovery rate. RESULTS: A total of 173 patients were analyzed. The three groups did not differ in hernia, wound dehiscence, infection, and hematoma rates. However, the abdominal bulging rate was lower in the primary closure group, while the seroma rate was higher in the mesh group. Functional recovery was the fastest in the custom ADM group. CONCLUSION: A thickness-gradient, leaflet-shaped ADM can be effectively used as an onlay graft to cover the abdominal fascial defect, with similar complication rates, while providing a faster recovery of abdominal function.


Subject(s)
Acellular Dermis , Mammaplasty , Myocutaneous Flap , Humans , Seroma , Rectus Abdominis , Mammaplasty/methods , Retrospective Studies , Postoperative Complications , Hernia
10.
Sci Rep ; 13(1): 5397, 2023 04 03.
Article in English | MEDLINE | ID: mdl-37012287

ABSTRACT

To overcome the limitations of lymphedema treatment, human adipose-derived stem cells (hADSCs) were injected into decellularized lymph nodes to produce a recellularized lymph node-scaffold, and the effect of lymphangiogenesis was investigated in lymphedema animal models. Axillary lymph nodes were harvested from Sprague Dawley rats (7 weeks old, 220-250 g) for decellularization. The decellularized lymph nodes were performed and PKH26-labeled hADSCs (1 × 106/50 µL) were injected in the decellularized lymph node-scaffolds. Forty rats were equally divided into four groups: lymphedema as control group, hADSC group, decellularized lymph node-scaffold group, and recellularized lymph node-scaffold group. The lymphedema model was made by removing inguinal lymph nodes, and hADSCs or scaffolds were transplanted. Histopathological assessments were performed by hematoxylin and eosin and Masson's trichrome staining. Lymphangiogenesis was evaluated by Immunofluorescence staining and western blot. Decellularized lymph nodes showed virtually complete absence of cellular material and maintenance of lymph node architecture. The hADSCs were significantly observed in recellularized lymph node-scaffolds group. The recellularized lymph node-scaffold group was histologically similar to normal lymph nodes. The vascular endothelial growth factor A and lymphatic vessel endothelial hyaluronan receptor 1 (LYVE-1) in immunofluorescence staining were highly expressed in recellularized lymph node-scaffolds group. Also, the expression of LYVE-1 protein significantly increased in recellularized lymph node-scaffold group compared with others. Recellularized lymph node -scaffold had a much better therapeutic effect than stem cells or decellularized lymph node-scaffold alone, and induced stable lymphangiogenesis.


Subject(s)
Lymphedema , Vascular Endothelial Growth Factor A , Humans , Rats , Animals , Vascular Endothelial Growth Factor A/pharmacology , Rats, Sprague-Dawley , Lymph Nodes , Lymphedema/therapy , Regeneration , Stem Cells , Tissue Scaffolds
11.
Plast Reconstr Surg ; 152(5): 949-957, 2023 11 01.
Article in English | MEDLINE | ID: mdl-36877621

ABSTRACT

BACKGROUND: Nipple-sparing mastectomy (NSM) has gained popularity as more studies have supported its oncologic safety. Although there have been some studies reporting complications including mastectomy flap and nipple necrosis, there have been few reports discussing the change in nipple projection following NSM. This study aimed to analyze the change in nipple projection after NSM and identify risk factors for nipple depression. In addition, the authors present a new method for maintaining nipple projection. METHODS: Patients who underwent NSM between March of 2017 and December of 2020 at the authors' institute were included in this study. The authors measured the preoperative and postoperative nipple projection height and used a nipple projection ratio (NPR) to compare the change in height. Univariate and multivariate analyses were performed to examine the correlation of variables with the NPR. RESULTS: A total of 307 patients and 330 breasts were included in this study. There were 13 cases of nipple necrosis. The postoperative nipple height was decreased by 32.8%, which was statistically significant. In multiple linear regression analysis, the use of an acellular dermal matrix strut was positively correlated with the NPR and implant-based reconstruction and postmastectomy radiation therapy were negatively correlated with the NPR. CONCLUSIONS: The results of this study demonstrated that the reduction in nipple height after NSM was statistically significant. Surgeons need to be aware of these changes following NSM and explain this possibility to patients who have risk factors. The application of an acellular dermal matrix strut should be considered for the prevention of nipple reduction. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.


Subject(s)
Acellular Dermis , Breast Neoplasms , Mammaplasty , Humans , Female , Nipples/surgery , Mastectomy/adverse effects , Mastectomy/methods , Breast Neoplasms/surgery , Breast Neoplasms/etiology , Mammaplasty/methods , Necrosis/etiology , Retrospective Studies
12.
Lymphat Res Biol ; 21(1): 70-77, 2023 02.
Article in English | MEDLINE | ID: mdl-35501954

ABSTRACT

Background: A standardized lymphedema grading system is a prerequisite for accurately and objectively evaluating its severity, both preoperatively and postoperatively. The purpose of this study was to establish a clinically feasible noncontrast magnetic resonance lymphangiography (NMRL) protocol and a standardized scoring system for the evaluation of lymphedema. Methods and Results: From January 2020 to February 2021, 39 patients who had been clinically diagnosed with lymphedema and had undergone NMRL were included. The severity and circumferential extent of lymphedema were assessed using magnetic resonance imaging, and a combined index was devised as the sum of the product of the severity and extent scores determined at four different levels. A magnetic resonance imaging (MRI) stage was allocated based on the combined index score, its correlation with clinical indices was analyzed. The MR and clinical staging showed a percentage agreement of 85.9% and a kappa coefficient of 0.641, indicating moderate agreement (p < 0.001). Both the interlimb volume and interlimb impedance ratios differed significantly between groups (p < 0.001 for both). The correlation analysis revealed a significant correlation between the combined index score and the inter-limb volume ratio (r = 0.70, p < 0.001) and inter-limb impedance ratio at both 1 kHz (r = 0.71, p < 0.001) and 5 kHz (r = 0.71, p < 0.001). The interobserver agreement was moderate for the severity score, extent score, and combined score. Conclusion: The proposed standardized scoring system for evaluating lymphedema based on NMRL can reproducibly determine the severity and extent of lymphedema in both the upper and lower extremities, and correlates strongly with established clinical measures.


Subject(s)
Lymphedema , Lymphography , Humans , Lymphography/methods , Indocyanine Green , Lymphedema/diagnosis , Magnetic Resonance Imaging/methods , Lower Extremity/pathology , Magnetic Resonance Spectroscopy
13.
Sci Rep ; 12(1): 19125, 2022 11 09.
Article in English | MEDLINE | ID: mdl-36352090

ABSTRACT

Intravenous ferric carboxymaltose (IV-FCM) can effectively correct perioperative anemia in patients undergoing major surgeries. However, its efficacy and side effects in patients undergoing free flap-based breast reconstruction are yet to be investigated. At our institution, from year 2020, patients with breast cancer undergoing abdominal free flap-based breast reconstruction were injected 500 mg of IV-FCM immediately post-operation. Propensity-matched 82 IV-FCM injected (study group) and 164 historical control group patients were retrospectively analyzed for transfusion rates, changes in hematological parameters, and flap or donor-site related complications. The major and minor complication rates related to the operation site were similar between the two groups. There was no significant difference in the transfusion rate between the two groups (control 29.9% vs. study 32.9%, p = 0.71). However, the total amount of transfusion required was significantly higher in the historical control group (control-53.2% 1 pack, 42.6% 2 packs, 4.3% 3 packs of RBC vs. Study-66.7% 1 pack, 33.3% 2 packs, p = 0.02) than in the study group. Additionally, the historical control group showed a significantly higher drop in red blood cell count, hemoglobin, and hematocrit levels from postoperative days 1-2 and 2-3 compared to the study group. Immediate postoperative use of IV-FCM in free flap-based breast reconstruction was well tolerated by patients and reduced overall transfusion volume.


Subject(s)
Breast Neoplasms , Mammaplasty , Humans , Female , Retrospective Studies , Maltose/therapeutic use , Ferric Compounds , Mammaplasty/adverse effects , Administration, Intravenous , Breast Neoplasms/drug therapy , Postoperative Complications/drug therapy
14.
Front Surg ; 9: 1001019, 2022.
Article in English | MEDLINE | ID: mdl-36277278

ABSTRACT

Background: Nipple-sparing mastectomy (NSM) followed by immediate breast reconstruction (IBR) is the optimal surgical treatment for breast cancer. However, investigations are ongoing to improve the surgical technique to achieve better results. This study aimed to evaluate the outcomes of modified NSM (m-NSM), which preserves the anterior lamellar fat layer, in patients who underwent IBR. Methods: All patients who underwent modified NSM (m-NSM) or conventional NSM (c-NSM) followed by IBR using autologous tissue or implants were retrospectively reviewed between January 2014 and January 2021. Two mastectomy types were compared in terms of postoperative complications and aesthetic outcomes using panel assessment scores by physicians and reported outcomes using Breast-Q. In addition, postoperative evaluations of the thickness of mastectomy flap was performed using CT scan images. Results: A total of 516 patients (580 breasts) with NSM (143 breasts with c-NSM and 437 breasts with m-NSM) followed by IBR were reviewed. The mean ± SD flap thickness was 8.48 ± 1.81 mm in patients who underwent m-NSM, while it was 6.32 ± 1.15 mm in the c-NSM cohort (p = 0.02). The overall major complications rate was lower in the m-NSM group (3.0% vs. 9.0%, p < 0.013). Ischemic complications of the mastectomy flap and nipple-areolar complex (NAC) were more in c-NSM, although the difference was not statistically significant. The mean panel assessment scores were higher in the m-NSM group (3.14 (good) and 2.38 (fair) in the m-NSM and c-NSM groups, respectively; p < 0.001). Moreover, m-NSM was associated with greater improvements in psychosocial (p < 0.001) and sexual (p = 0.007) well-being. Conclusion: Preserving the anterior lamellar fat in NSM was associated with thicker mastectomy flap, overall lower rates of complications, including ischemia of the mastectomy flap and nipple-areolar complex, and was associated with better aesthetic outcomes and improved quality of life.

17.
Gland Surg ; 11(8): 1333-1340, 2022 Aug.
Article in English | MEDLINE | ID: mdl-36082096

ABSTRACT

Background: Implant-based reconstruction represents the most common form of breast reconstruction after mastectomy. Although the complication rate has lowered owing to the current advances, various implant-related complications are still a problem. There have been few reports discussing chest wall deformation following implant insertion. The aim of this study was to quantify chest wall depression (CWD) after breast implant insertion and identify possible risk factors. Methods: Patients who underwent unilateral direct-to-implant reconstruction were included in the study. We measured the pre- and postoperative antero-posterior length of the chest wall and used a CWD ratio to measure the change in length. Multivariate analysis was performed with factors with P values of <0.2 in univariate analyses to identify factors associated with CWD. Results: A total of 57 patients were included in this study. The pre- and postoperative difference of antero-posterior length was statistically significant using a paired t-test. Average depth of CWD was 4.16 mm (range, -2.16 to 13.82 mm). In multivariate analysis, capsular contracture and age were the independent prognostic factors correlated with CWD. Conclusions: This study showed the possibility of CWD following implant insertion. Surgeons and specialists should be aware of the possibility and risk factors of CWD following implant insertion to better inform patients.

18.
NPJ Digit Med ; 5(1): 125, 2022 Aug 23.
Article in English | MEDLINE | ID: mdl-35999451

ABSTRACT

The aim of this study is to evaluate cosmetic outcomes of the reconstructed breast in breast cancer patients, using anomaly score (AS) detected by generative adversarial network (GAN) deep learning algorithm. A total of 251 normal breast images from patients who underwent breast-conserving surgery were used for training anomaly GAN network. GAN-based anomaly detection was used to calculate abnormalities as an AS, followed by standardization by using z-score. Then, we reviewed 61 breast cancer patients who underwent mastectomy followed by reconstruction with autologous tissue or tissue expander. All patients were treated with adjuvant radiation therapy (RT) after reconstruction and computed tomography (CT) was performed at three-time points with a regular follow-up; before RT (Pre-RT), one year after RT (Post-1Y), and two years after RT (Post-2Y). Compared to Pre-RT, Post-1Y and Post-2Y demonstrated higher AS, indicating more abnormal cosmetic outcomes (Pre-RT vs. Post-1Y, P = 0.015 and Pre-RT vs. Post-2Y, P = 0.011). Pre-RT AS was higher in patients having major breast complications (P = 0.016). Patients with autologous reconstruction showed lower AS than those with tissue expander both at Pre-RT (2.00 vs. 4.19, P = 0.008) and Post-2Y (2.89 vs. 5.00, P = 0.010). Linear mixed effect model revealed that days after baseline were associated with increased AS (P = 0.007). Also, tissue expander was associated with steeper rise of AS, compared to autologous tissue (P = 0.015). Fractionation regimen was not associated with the change of AS (P = 0.389). AS detected by deep learning might be feasible in predicting cosmetic outcomes of RT-treated patients with breast reconstruction. AS should be validated in prospective studies.

19.
Sci Rep ; 12(1): 13591, 2022 08 10.
Article in English | MEDLINE | ID: mdl-35948757

ABSTRACT

Lymphedema is a progressive disease caused by lymphatic flow blockage in the lymphatic pathway. Primary (hereditary) lymphedema is caused by genetic mutations without secondary causes. We performed clinical profiling on Korean primary lymphedema patients based on their phenotypes using lymphoscintigraphy and made genetic diagnoses using a next-generation sequencing panel consisting of 60 genes known to be related to primary lymphedema and vascular anomalies. Of 27 patients included in this study, 14.8% of the patients had lymphedema of the upper extremities, 77.8% had lymphedema of the lower extremities and 7.4% had 4-limbs lymphedema. Based on the International Society of Lymphology staging, 14, 10, and 3 patients had stage 3, 2, and 1 lymphedema, respectively. Only one family was genetically confirmed to harbor likely pathogenic variants in CELSR1. The proband was carrying two likely pathogenic variants in CELSR1, while her symptomatic mother was confirmed to carry only one of the variants. Furthermore, two other variants of uncertain significance in CELSR1 were detected in other patients, making CELSR1 the most commonly altered gene in our study. The clinical and genetic profile of hereditary lymphedema reported here is the first such data series reported for South Korea.


Subject(s)
Lymphatic Vessels , Lymphedema , Female , Genetic Profile , Humans , Lymphatic System/pathology , Lymphatic Vessels/pathology , Lymphedema/genetics , Lymphoscintigraphy
20.
Breast Cancer ; 29(5): 835-843, 2022 Sep.
Article in English | MEDLINE | ID: mdl-35553019

ABSTRACT

PURPOSE: Lymphovenous anastomosis (LVA) is primarily used for treating early-stage lymphedema. Here, we aimed to investigate the relationship between lymphatic flow velocity and the efficacy of LVA in breast cancer-related lymphedema patients. To this end, we assessed the transit velocity of lymphatic fluid using indocyanine green (ICG) lymphography and radioisotope lymphoscintigraphy. METHODS: We retrospectively examined patients diagnosed with breast cancer-related lymphedema who underwent LVA from January to December 2020. Patient data, including demographics, clinical stage, and postoperative surgical outcomes, were collected from electronic medical records. ICG lymphography results and dynamic lymphoscintigrams were analyzed to measure the lymphatic flow velocity and to determine the grade of the limb lymphedemas. RESULTS: Eighty patients (all female, mean age of 53.6 years) were included. The lymphatic flow velocity ranged between 0.58 and 21.5 cm/min (average, 7.61 cm/min); 37 (46.3%), 18 (22.5%), 15 (18.8%), and 10 (12.5%) arm lymphedemas were classified as lymphoscintigraphy grade 0, 1, 2, and 3, respectively. A significant association was observed between lymphatic flow velocity and lymphedema grade determined using lymphoscintigraphy and between the amount of volume reduction after LVA and preoperative lymphatic flow velocity (P < 0.05). CONCLUSIONS: Our findings suggest that lymphatic flow velocity is positively correlated with surgical outcomes in patients undergoing LVA. Therefore, surgical treatment plans for lymphedema should not be based only on the International Society of Lymphedema stage, because advanced-stage lymphedema patients with high ICG velocities can benefit from LVA alone.


Subject(s)
Breast Cancer Lymphedema , Breast Neoplasms , Lymphatic Vessels , Lymphedema , Anastomosis, Surgical/methods , Breast Cancer Lymphedema/diagnostic imaging , Breast Cancer Lymphedema/etiology , Breast Cancer Lymphedema/surgery , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Female , Humans , Indocyanine Green , Lymphatic Vessels/diagnostic imaging , Lymphatic Vessels/surgery , Lymphedema/diagnostic imaging , Lymphedema/etiology , Lymphedema/surgery , Lymphography/methods , Middle Aged , Retrospective Studies , Treatment Outcome
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