1.Diagnostic Assessment of Deep Learning Algorithms for Frozen Tissue Section Analysis in Women with Breast Cancer
Young-Gon KIM ; In Hye SONG ; Seung Yeon CHO ; Sungchul KIM ; Milim KIM ; Soomin AHN ; Hyunna LEE ; Dong Hyun YANG ; Namkug KIM ; Sungwan KIM ; Taewoo KIM ; Daeyoung KIM ; Jonghyeon CHOI ; Ki-Sun LEE ; Minuk MA ; Minki JO ; So Yeon PARK ; Gyungyub GONG
Cancer Research and Treatment 2023;55(2):513-522
Purpose:
Assessing the metastasis status of the sentinel lymph nodes (SLNs) for hematoxylin and eosin–stained frozen tissue sections by pathologists is an essential but tedious and time-consuming task that contributes to accurate breast cancer staging. This study aimed to review a challenge competition (HeLP 2019) for the development of automated solutions for classifying the metastasis status of breast cancer patients.
Materials and Methods:
A total of 524 digital slides were obtained from frozen SLN sections: 297 (56.7%) from Asan Medical Center (AMC) and 227 (43.4%) from Seoul National University Bundang Hospital (SNUBH), South Korea. The slides were divided into training, development, and validation sets, where the development set comprised slides from both institutions and training and validation set included slides from only AMC and SNUBH, respectively. The algorithms were assessed for area under the receiver operating characteristic curve (AUC) and measurement of the longest metastatic tumor diameter. The final total scores were calculated as the mean of the two metrics, and the three teams with AUC values greater than 0.500 were selected for review and analysis in this study.
Results:
The top three teams showed AUC values of 0.891, 0.809, and 0.736 and major axis prediction scores of 0.525, 0.459, and 0.387 for the validation set. The major factor that lowered the diagnostic accuracy was micro-metastasis.
Conclusion
In this challenge competition, accurate deep learning algorithms were developed that can be helpful for making a diagnosis on intraoperative SLN biopsy. The clinical utility of this approach was evaluated by including an external validation set from SNUBH.
2.Metastatic Osteosarcoma to the Breast Presenting as a Densely Calcified Mass on Mammography.
Jonghyeon KIM ; Ha Young WOO ; Eun Kyung KIM ; Min Jung KIM ; Hee Jung MOON ; Jung Hyun YOON
Journal of Breast Cancer 2016;19(1):87-91
Osteosarcoma most commonly metastasizes to the lung or the skeleton, and metastatic osteosarcoma to the breast is very rare, with only a few cases reported. Due to its rarity, little has been reported about its imaging features. In this report, we represent a 58-year-old woman with metastatic osteosarcoma to the right breast from a tibial osteosarcoma. The imaging features of the metastatic osteosarcoma to the breast by using dedicated breast imaging modalities are described. Although rare, metastatic osteosarcoma to the breast should be considered when dense calcified masses with suspicious features are seen on breast imaging in patients with a history of osteosarcoma.
Breast*
;
Female
;
Humans
;
Lung
;
Mammography*
;
Middle Aged
;
Neoplasm Metastasis
;
Osteosarcoma*
;
Skeleton
;
Ultrasonography
3.Diabetic mastopathy: imaging features and the role of image-guided biopsy in its diagnosis.
Jonghyeon KIM ; Eun Kyung KIM ; Min Jung KIM ; Hee Jung MOON ; Jung Hyun YOON
Ultrasonography 2016;35(2):140-147
PURPOSE: The goal of this study was to evaluate the imaging features of diabetic mastopathy (DMP) and the role of image-guided biopsy in its diagnosis. METHODS: Two experienced radiologists retrospectively reviewed the mammographic and sonographic images of 19 pathologically confirmed DMP patients. The techniques and results of the biopsies performed in each patient were also reviewed. RESULTS: Mammograms showed negative findings in 78% of the patients. On ultrasonography (US), 13 lesions were seen as masses and six as non-mass lesions. The US features of the mass lesions were as follows: irregular shape (69%), oval shape (31%), indistinct margin (69%), angular margin (15%), microlobulated margin (8%), well-defined margin (8%), heterogeneous echogenicity (62%), hypoechoic echogenicity (38%), posterior shadowing (92%), parallel orientation (100%), the absence of calcifications (100%), and the absence of vascularity (100%). Based on the US findings, 17 lesions (89%) were classified as Breast Imaging Reporting and Data System category 4 and two (11%) as category 3. US-guided core biopsy was performed in 18 patients, and 10 (56%) were diagnosed with DMP on that basis. An additional vacuum-assisted biopsy was performed in seven patients and all were diagnosed with DMP. CONCLUSION: The US features of DMP were generally suspicious for malignancy, whereas the mammographic findings were often negative or showed only focal asymmetry. Core biopsy is an adequate method for initial pathological diagnosis. However, since it yields non-diagnostic results in a considerable number of cases, the evaluation of correlations between imaging and pathology plays an important role in the diagnostic process.
Biopsy
;
Breast
;
Diabetes Mellitus
;
Diagnosis*
;
Humans
;
Image-Guided Biopsy*
;
Information Systems
;
Pathology
;
Retrospective Studies
;
Shadowing (Histology)
;
Ultrasonography
4.Anaphylactic Transfusion Reaction in a Patient with Anhaptoglobinemia: The First Case in Korea.
Hyunsoo KIM ; Jonghyeon CHOI ; Kyoung Un PARK ; Hyon Suk KIM ; Yoo Hong MIN ; Moon Jung KIM ; Hyun Ok KIM
Annals of Laboratory Medicine 2012;32(4):304-306
Anaphylactic transfusion reactions are rare complications of blood transfusions. Anhaptoglobinemia, a condition that has high incidence in Asia, can cause allergic transfusion reactions or anaphylaxis in severe cases. A 50-yr-old Korean woman was diagnosed with relapsed acute promyelocytic leukemia. She developed thrombocytopenia during chemotherapy and an anaphylactic transfusion reaction on the 4th and 5th platelet transfusions immediately after the transfusion of the platelet concentrates was initiated. Blood analysis showed no detectable serum haptoglobin. We examined her genetic phenotype and detected anhaptoglobinemia, which occurs because of an allelic deletion in the Hp gene cluster. The presence of an antibody against haptoglobin was detected by performing ELISA. To prevent anaphylactic reactions, apheresis platelets were transfused after washing. Consequently, anaphylactic transfusion reactions did not develop. Here, we report the first case of anhaptoglobinemia causing anaphylactic transfusion reaction in Korea.
Alleles
;
Anaphylaxis/*etiology
;
Antineoplastic Agents/therapeutic use
;
Female
;
Gene Deletion
;
Haptoglobins/*genetics/immunology
;
Humans
;
Isoantibodies/immunology
;
Leukemia, Promyelocytic, Acute/complications/*diagnosis/drug therapy
;
Middle Aged
;
Phenotype
;
Platelet Transfusion/*adverse effects
;
Recurrence
;
Republic of Korea
;
Thrombocytopenia/complications/diagnosis
5.Analysis of the Patients with Indeterminate Results by Anti-HIV Western Blot Assay: Experience of a University Hospital During Recent 5 Years in Korea.
Eun Young LEE ; Jonghyeon CHOI ; Yongjung PARK ; Jong Han LEE ; Hyon Suk KIM
Journal of Laboratory Medicine and Quality Assurance 2011;33(1):49-55
BACKGROUND: Interpretation of indeterminate results by anti-HIV Western blot assay, which is currently used as a confirmatory test for HIV infection, can be usually difficult. We analyzed outcomes of the patients with indeterminate results by anti-HIV Western blot. METHODS: Medical records of patients, who were indeterminate by the anti-HIV Western blot assay in a university hospital during recent 5 years, were retrospectively reviewed. HIV screening test was performed by chemiluminescent immunoassay autoanalyzer (Abbot Laboratories, USA) with HIV Ag/Ab Combo kits. Confirmatory Western blot assay for the positive samples by HIV screening test was committed to the Korean National Institute of Health. RESULTS: A total of 202,639 specimens were tested for HIV screening during the period, and 644 (0.32%) sera showed positive results. Among these, 46 (7.1%) cases were indeterminate by the Western blot, which were from 20 patients, and 13 of them converted to be anti-HIV positive, and 3 were lost to follow-up. Another four patients were turned out to be negative for HIV infection, including two neonates from HIV-positive mothers receiving antiviral treatment during pregnancy. CONCLUSIONS: Most of the patients who showed Western blot-indeterminate results converted to HIV positive after follow-up. Thus, careful monitoring of patients with indeterminate Western blot results should be essential.
Blotting, Western
;
Follow-Up Studies
;
HIV
;
HIV Infections
;
Humans
;
Immunoassay
;
Infant, Newborn
;
Korea
;
Lost to Follow-Up
;
Mass Screening
;
Medical Records
;
Mothers
;
Retrospective Studies
6.Subcutaneous Phaeohyphomycosis Caused by Phaeoacremonium Species in a Kidney Transplant Patient: The First Case in Korea.
Jonghyeon CHOI ; Yangsoon LEE ; Hae Sun CHUNG ; Ja Seung KOO ; Dongeun YONG ; Yu Sun KIM ; Kyungwon LEE ; Yunsop CHONG
The Korean Journal of Laboratory Medicine 2011;31(3):201-204
Phaeohyphomycosis is a subcutaneous infection caused by dark pigmented fungi, including fungi of the species Phaeoacremonium, Alternaria, Exophiala, and Pyrenochaeta. In August 2005, a 54-yr-old man who had received a renal transplant 5 yr ago was admitted to our hospital with a subcutaneous mass on the third finger of the right hand; the mass had been present for several months. He had been receiving immunosuppressive agents for several years. He underwent excision of the mass, which was followed by aspiration of the wound for bacterial and fungal cultures. Many fungal hyphae were observed on the histology slide treated with periodic acid-Schiff stain. A few white waxy colonies with a woolly texture grew on the Sabouraud dextrose agar at 30degrees C and changed to dark brown in color. Nucleotide sequencing of internal transcribed spacer regions revealed 100% homology to the Phaeoacremonium aleophilum anamorph and Togninia minima teleomorph (514 bp/514 bp). The patient completely recovered after wide surgical excision. Here, we report the first case of phaeohyphomycosis caused by Phaeoacremonium species in a kidney transplant patient in Korea.
Antifungal Agents/therapeutic use
;
Ascomycota/genetics/*isolation & purification
;
Dermatomycoses/drug therapy/etiology/*microbiology
;
Fingers/surgery
;
Humans
;
Immunosuppressive Agents/adverse effects
;
*Kidney Transplantation
;
Male
;
Middle Aged
;
Republic of Korea
;
Sequence Analysis, DNA
;
Subcutaneous Tissue/microbiology
7.Development of Cryopreserved Red Blood Cell Panels for Verifying ABO and D Blood Grouping Reagents.
Sungwook SONG ; Jonghyeon CHOI ; Sinyoung KIM ; Hyun Ok KIM ; Hyekyoung MIN ; Jaeok KIM ; Won SHIN
Korean Journal of Blood Transfusion 2009;20(1):46-54
BACKGROUND: ABO blood grouping reagent verification is essential to ascertain safe blood transfusions. However, the research use of donated blood products has been hampered in Korea by the blood transfusion law and management policies. In this study, we developed cryopreserved red blood cell (RBC) panels utilizing the high glycerol method to verify the ABO and D blood grouping reagents. In addition, we evaluated the stability of ABO and D antigenicity. METHODS: Fresh blood was frozen by the high glycerol method, aliquoted and cryopreserved in 2 mL cryotubes. Twenty-four vials of bloods with types A (n=5), B (n=5), AB (n=4) and O (n=10) for ABO RBC panels, and eleven vials of blood types D positive (n=5), D negative (n=5) and D weak (n=1) for D RBC panels were established. Potency, avidity and specificity tests were carried out with four different commercial ABO and D blood grouping reagents. RESULTS: The potency of cryopreserved RBCs after thawing showed no statistical difference compared with pre-freezing RBCs. Avidity time measurements were 5 seconds in ABO blood and 20 seconds in D positive blood. Specificity test uniformly showed 100% specificity. When thawed RBCs were stored at 4degrees C for 7 days, the potency test measured at intervals of 2 days showed no variation. CONCLUSION: Cryopreserved RBC panels produced by the high glycerol method showed excellent results in stability test with reagents produced by manufacturers in Korea. Therefore, these panels can be utilized as a reliable method of verifying blood grouping reagents.
Blood Grouping and Crossmatching
;
Blood Transfusion
;
Erythrocytes
;
Glycerol
;
Indicators and Reagents
;
Jurisprudence
;
Korea
;
Sensitivity and Specificity

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