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Risk Factor Analysis of Cryopreserved Autologous Bone Flap Resorption in Adult Patients Undergoing Cranioplasty with Volumetry Measurement Using Conventional Statistics and Machine-Learning Technique

  • Yohan Son;Jaewoo Chung
    • Journal of Korean Neurosurgical Society
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    • v.67 no.1
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    • pp.103-114
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    • 2024
  • Objective : Decompressive craniectomy (DC) with duroplasty is one of the common surgical treatments for life-threatening increased intracranial pressure (ICP). Once ICP is controlled, cranioplasty (CP) with reinsertion of the cryopreserved autologous bone flap or a synthetic implant is considered for protection and esthetics. Although with the risk of autologous bone flap resorption (BFR), cryopreserved autologous bone flap for CP is one of the important material due to its cost effectiveness. In this article, we performed conventional statistical analysis and the machine learning technique understand the risk factors for BFR. Methods : Patients aged >18 years who underwent autologous bone CP between January 2015 and December 2021 were reviewed. Demographic data, medical records, and volumetric measurements of the autologous bone flap volume from 94 patients were collected. BFR was defined with absolute quantitative method (BFR-A) and relative quantitative method (BFR%). Conventional statistical analysis and random forest with hyper-ensemble approach (RF with HEA) was performed. And overlapped partial dependence plots (PDP) were generated. Results : Conventional statistical analysis showed that only the initial autologous bone flap volume was statistically significant on BFR-A. RF with HEA showed that the initial autologous bone flap volume, interval between DC and CP, and bone quality were the factors with most contribution to BFR-A, while, trauma, bone quality, and initial autologous bone flap volume were the factors with most contribution to BFR%. Overlapped PDPs of the initial autologous bone flap volume on the BRF-A crossed at approximately 60 mL, and a relatively clear separation was found between the non-BFR and BFR groups. Therefore, the initial autologous bone flap of over 60 mL could be a possible risk factor for BFR. Conclusion : From the present study, BFR in patients who underwent CP with autologous bone flap might be inevitable. However, the degree of BFR may differ from one to another. Therefore, considering artificial bone flaps as implants for patients with large DC could be reasonable. Still, the risk factors for BFR are not clearly understood. Therefore, chronological analysis and pathophysiologic studies are needed.

Use of Predonated Banked Autologous Blood in Open Heart Surgery (개심술시 자가헌혈을 이용한 자가수혈의 효과)

  • 김동관
    • Journal of Chest Surgery
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    • v.25 no.7
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    • pp.685-692
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    • 1992
  • In spite of multiple technical advances, large amount of homologous blood transfusions usually required for open heart surgery. Because the complications associated with transfusion are increased as the number of homologous transfusion increase, especially as transfusion related acquired immunodeficiency syndrome has appeared in recent years, such risks have stimulated recent interest in the use of autologous blood. This is a report concerning 23 consecutive adult autologous donors[autologous group] who had elective cardiac surgery at the Yonsei Cardiovascular Center, Yonsei University College of Medicine, from march, 1990 to august, 1991. A similar group of 23 patients operated during the same periods without autologous blood donation was used for comparison [control group] to investigate the effect of predonated autologous blood in decreasing the need of homologous transfusion and to investigate predonation related adverse effect. Autologous group consisted of 15 men and 8 women. Control group consisted of 7 men and 16 women. There were no significant differences in mean age, hemoglobin, hematocrit, RBC count, platelet count and prothrombin time on admission between the two groups. The mean autologous blood donation in autologous group was 2.2 units. In 10[43.5%] of the 23 atuologous group patients, no homologous RBC products transfusion was required. However, all patients required homologous transfusion in control group. In autologous group, patients required less homologous RBC products than control patients[2.1 units versus 5.3 units; p<0.001]. There were no significant differences in hemoglobin, hematocrit, RBC count and platelet count between the two groups before discharge. There were no serious complications related to preoperative blood donation, although 3 patients complained of mild dizziness during donation We conclude that preoperative autologous predonation of blood is a safe and effective method for reducing homologous transfusion and is recomended in all patients undergoing elective cardiac surgery except limited contraindications such as severe aortic valve stenosis or unstable angina pectoris.

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Introcordal Injection of Autologous Fibroelastic Cartilage - Introcordal Injection of Autologous Fibroelastic Cartilage in the Paralyzed Canine Vocal Fold

  • Lee, Byung-Joo;Wang, Soo-Geun;Lee, Jin-Choon
    • Proceedings of the KSLP Conference
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    • 2003.11a
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    • pp.180-180
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    • 2003
  • Objectives : Vocal fold augmentation by injectable material under direct visual control is an easy and simple operation. However, when autologous fat or bovine collagen is used, resorption creates a problem. And autologous fascia is debating about absorption now days. This study is to evaluate the histology of minced and injected autologous auricular cartilage and fat graft in the augmentation of unilateral vocal fold paralysis using a canine model. Methods : Nine dogs were operated. At first, a piece of auricular cartilage was harvested from ear and minced into tiny chips with a scalpel. And also, a piece of fat tissue was harvested from inguinal area and minced into tiny chips with a scalpel. Cutting off a section of the recurrent nerve paralyzed the right vocal fold. The minced cartilage and fat-paste (0.2ml) was injected using a pressure syringe into the paralyzed thyroarytenoid muscle under direct laryngoscopy. Two animals were sacrificed at 3 days, three at 3 weeks, two at 3 months, one at 6 months, one at 12 months. Each dog underwent laryngectomy and serial coronal sections of paraffin blocks from the posterior part of the vocal fold were made. Results : There was no significant complication perioperatively and during follow-up. There was acute inflammatory findings in the graft at 3 days and 3 weeks. The injected cartilage remained in the larynx until 12 months. Conclusion : The autologous auricular cartilage graft is well tolerated and may be very effective material for volumetric augmentation on paralyzed vocal cord.

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Autologous Chondrocyte Implantation as a Secondary Procedure after Failed Microfracture for Osteochondral Lesion of Talus (거골 골연골 병변에 대한 미세 골절술 실패 후 2차 치료로서 자가연골 세포 이식술)

  • Kim, Jin Su
    • Journal of Korean Foot and Ankle Society
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    • v.19 no.1
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    • pp.7-10
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    • 2015
  • Microfracture as a reparative strategy is the treatment of choice for an osteochondral lesion of talus. Although the results of microfracture are generally excellent, at least 30% of patients who received microfracture have acute or chronic ankle pain with several or unknown causes. The most important factor for unsatisfactory outcome after microfracture is the size of the lesion. For failed osteochondral lesion of talus, the second options are autologous osteochondral graft, autologous chondrocyte implantation, or re-microfracture. In this article, we present the autologous chondrocyte implantation as a second procedure for failed microfracture and compare its clinical outcome with other methods based on a literature review.

Comparison of Quality of Life of Autologous and Allogeneic Hematopoietic Stem Cell Transplantation Recipients (자가 조혈모세포 이식환자와 동종 조혈모세포 이식환자의 삶의 질의 비교)

  • Kim, Eun-Ji
    • Asian Oncology Nursing
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    • v.8 no.1
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    • pp.50-60
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    • 2008
  • Purpose: The purpose of this study was to compare Quality of life (QOL) in type and time after Hematopoietic stem cell tansplantation (HSCT) for patients with hematologic cancer. Method: This study was cross-sectional. The autologous recipients was 120, the allogeneic recipients was 237. The obtained data were analyzed using T-test, One-way ANOVA, Scheffe's test. Results: No significant differences were total QOL between the autologous and allogeneic recipients. But the autologous recipients reported better status than the allogeneic recipients in physical domain, especially 1-3 yr after HSCT. There was poorer QOL of 1-3 yr compared to 1 yr after HSCT in physical, psychological and social domain between the two groups. QOL in time after HSCT of the autologous recipients was significance differences in psychological, social domain. And QOL in time after HSCT of the allogeneic recipients was significant differences in physical, psychological and social domain. Conclusions: QOL of recipients undergoing HSCT is recovered beyond 3 yr point. Accordingly, long term care and service is essential to recipients undergoing HSCT. And further studies with a longitudinal design are necessary.

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Rapid deterioration of preexisting renal insufficiency after autologous mesenchymal stem cell therapy

  • Kim, Jun-Seop;Lee, Jong-Hak;Kwon, Owen;Cho, Jang-Hee;Choi, Ji-Young;Park, Sun-Hee;Kim, Chan-Duck;Kim, Yong-Jin;Kim, Yong-Lim
    • Kidney Research and Clinical Practice
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    • v.36 no.2
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    • pp.200-204
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    • 2017
  • Administration of autologous mesenchymal stem cells (MSCs) has been shown to improve renal function and histological findings in acute kidney injury (AKI) models. However, its effects in chronic kidney disease (CKD) are unclear, particularly in the clinical setting. Here, we report our experience with a CKD patient who was treated by intravenous infusion of autologous MSCs derived from adipose tissue in an unknown clinic outside of Korea. The renal function of the patient had been stable for several years before MSC administration. One week after the autologous MSC infusion, the preexisting renal insufficiency was rapidly aggravated without any other evidence of AKI. Hemodialysis was started 3 months after MSC administration. Renal biopsy findings at dialysis showed severe interstitial fibrosis and inflammatory cell infiltration, with a few cells expressing CD34 and CD117, 2 surface markers of stem cells. This case highlights the potential nephrotoxicity of autologous MSC therapy in CKD patients.

Autologous Fat Transfer in Lupus Panniculitis Facial Lipoatrophy

  • Kongkunnavat, Natthapong;Prathyajuta, Jirapat;Tonaree, Warangkana
    • Archives of Plastic Surgery
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    • v.49 no.4
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    • pp.527-530
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    • 2022
  • Lupus panniculitis (LP) often presents with tender nodules and intermittent ulcers that then heal with scarring and lipoatrophy. The current mainstay of treatment is medical treatment. Research regarding the treatment of lipoatrophy from LP with autologous fat grafting is limited. We would like to share our experience in this rare case, which was treated with autologous fat transfer. A 48-year-old female presented with erythematous plaque, tender nodules, and ulcers following by a depression of the lesion at the left temporal area. The patient also had indurated erythematous plaque at her left cheek. Both lesions were aggravated by sunlight exposure. After several investigations, she was diagnosed as LP with secondary lipoatrophy and tumid lupus erythematosus at her left temporal and left cheek, respectively. She received antimalarial drug and topical steroids. The patient underwent two sessions of autologous fat transfer. She was satisfied with the volume and contour improvement in the scar following the injection of 8 and 3.7 mL of fat. Furthermore, the patient reported the remission of tender nodules and ulcers since the first fat graft injection. In conclusion, the autologous fat transfer is a simple and effective treatment for lipoatrophy and scar secondary to LP with promising results.

The Effect of Platelet-Rich Plasma(PRP) on the Survival of the Autologous Fat Graft (혈소판 농축액이 이식된 지방의 생존에 미치는 영향)

  • Kim, Seung Jun;Choi, Won Il;Lee, Byung Il;Park, Seung Ha;Park, Chul;Koo, Sang Hwan
    • Archives of Plastic Surgery
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    • v.34 no.3
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    • pp.291-297
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    • 2007
  • Purpose: Platelet-rich plasma(PRP) contains protein growth factors, which are actively secreted by platelets to promote wound healing. However, it is not clear whether the injection of PRP into the autologous fat grafts increases the survival rate and the degree of angiogenesis. Methods: New Zealand White rabbit ears were injected fat with PRP, saline, insulin or isoproterenol (n=8/each group) for observation of the survival and degree of angiogenesis of the injected fat. The volume of the harvested fat and the degree of angiogenesis from dorsum of rabbit ears were evaluated 4, 8, and 12 weeks after the autologous fat graft. The degree of angiogenesis was measured with microvascular density (MVD) counts. Results: The volume of harvested fat decreased in a time-dependent manner after autologous fat grafts, but the decrease rate in volume of harvested fat was slower in PRP-injected group compared to that of other control groups. The difference in the volume of the harvested fat between PRP-injected group and other control groups became significant from 4 weeks after the autologous fat graft, and was maintained up to 12 weeks. However, there was no significant difference between PRP-injected group and insulin-injected group 8 and 12 weeks after the autologous fat graft. On the contrary, MVD counts increased in a time-dependent manner after autologous fat grafts. The MVD counts were significantly higher in PRP-and insulin-injected groups than in other control groups from 4 weeks after the autologous fat graft, and these differences were maintained up to 12 weeks. There was no correlation between mean platelet numbers and the volume of harvested fat. Conclusion: The present study demonstrates that PRP-injection into autologous fat grafts increases the survival rate and the degree of angiogenesis. Thus, PRP injection with autologous fat grafts would be a promising tool for maintaining the volume of the grafted fat.

Outcomes of Cranioplasty Using Autologous Bone or 3D-Customized Titanium Mesh Following Decompressive Craniectomy for Traumatic Brain Injury: Differences in Complications

  • Kim, Junwon;Kim, Jang Hun;Kim, Jong Hyun;Kwon, Taek-Hyun;Roh, Haewon
    • Journal of Trauma and Injury
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    • v.32 no.4
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    • pp.202-209
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    • 2019
  • Purpose: Cranioplasty (CP) is often required for survival after decompressive craniectomy. Several materials, including autologous bone and various artificial materials, have been introduced for CP, but it remains unclear which material is best for CP. This study aimed to explore differences in complications between patients who underwent CP using an autologous bone flap versus a three-dimensional (3D) titanium mesh and to identify significant risk factors for post-CP complications. Methods: In total, 44 patients were enrolled in this study and divided into two groups (autologous bone vs. 3D titanium mesh). In both groups, various post-CP complications were evaluated. Through a comparative analysis, we aimed to identify differences in complications between the two groups and, using binary logistic analysis, to determine significant factors associated with complications after CP. Results: In the autologous bone flap group, there were three cases of surgical infection (3/24, 12.5%) and 11 cases of bone flap resorption (BFR) (11/24, 45.83%). In the 3D titanium mesh group, there was only one case of surgical infection (1/20, 5%) and 11 cases of various complications, including mainly cosmetic issues (11/20, 55%). A subgroup risk factor analysis of CP with an autologous bone flap showed no risk factors that predicted BFR with statistical significance, although a marginal association was found between larger bone flaps and BFR (odds ratio [OR]=1.037, p=0.090). In patients treated with a 3D titanium mesh, multivariate analysis revealed that only the existence of a ventriculo-peritoneal shunt system was strongly associated with overall post-CP complications (OR=18.66, p=0.021). Conclusions: Depending on which material was used, different complications could occur, and the rate of complications was relatively high in both groups. Hence, the material selected for CP should be selected based on individual patients' conditions.

Autologous Chondrocyte Implantation (자가연골 세포이식)

  • Jeong, Hwa-Jae
    • Journal of the Korean Arthroscopy Society
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    • v.12 no.3
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    • pp.159-166
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    • 2008
  • Articular cartilage is a unique tissue with no vascular, nerve, or lymphatic supply. This uniqueness may be one of the reasons why chondral injuries will hardly heal and may progress to osteoarthritis over time. Currently, there are several surgical options for the treatment of articular cartilage lesions. Although there is some discrepancy as to which procedures work best in certain patients. The spectrum of treatment alternatives for articular cartilage defects can range from simple lavage and debridement, drilling, micro-fracturing, and abrasion to osteochondral grafting and autologous chondrocyte implantation. In 1984, for the first time, results of autologous chondrocyte implantation in a rabbit model were presented, showing hyaline cartilage repair. Clinical study using autologous cultured chondrocyte implantation in chondral defects of the human knee has been reported in 23 patients in 1994. In 14 out of 16 patients treated for chondral injuries on the femoral condyles, the results were good to excellent. It is important for the surgeon to understand the autologous chondrocyte implantation technique and to be aware on the postoperative management. Attention to surgical technique and selection of appropriate patient for the autologous chondrocyte implantation will provide with the best results.

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