Sunghwan Shin
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Sunghwan Shin has a total of 74 co-authors. Here are the top co-authors by number of shared publications:
- Ja-Hyun Jang
Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
4 shared publications M.D.
3 shared publicationsPh.D.
3 shared publications- Sollip Kim
Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea; Institute of Digital Healthcare, University of Ulsan College of Medicine, Seoul, Korea
3 shared publications - Changhee Ha
Department of Laboratory Medicine, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea
2 shared publications - Jong-Won Kim
Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
2 shared publications
Latest Publications
- Open Access
- 1 September 2026
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 46 (5) , 504-506
From Detection to Decision Support: Advancing AI-Assisted Serum Quality Assessment
Sunghwan Shin, M.D., Ph.D. and Sollip Kim, M.D., Ph.D.. Ann Lab Med 2026;46:504-6. https://doi.org/10.3343/alm.2026.0461
- 1 September 2026
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 46 (5) , 504-506
Open AccessFrom Detection to Decision Support: Advancing AI-Assisted Serum Quality Assessment
Sunghwan Shin, M.D., Ph.D. and Sollip Kim, M.D., Ph.D.. Ann Lab Med 2026;46:504-6. https://doi.org/10.3343/alm.2026.0461
- Open Access
- 13 November 2025
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 46 (3) , 327-337
Evaluation of the Performance of Advanced Large Language Models in Laboratory Medicine Using Residency Examinations
Kiwook Jung , M.D., Hyun Jin Kim , M.D., Ph.D., Sunghwan Shin , M.D., Wookeun Lee, M.D., Jun Hyung Lee , M.D., Ph.D., Hee Sue Park , M.D., Ph.D., and Qute Choi , M.D., Ph.D.. Ann Lab Med -0001;0:. https://doi.org/10.3343/alm.2025.0200
- 13 November 2025
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 46 (3) , 327-337
Open AccessEvaluation of the Performance of Advanced Large Language Models in Laboratory Medicine Using Residency Examinations
Kiwook Jung , M.D., Hyun Jin Kim , M.D., Ph.D., Sunghwan Shin , M.D., Wookeun Lee, M.D., Jun Hyung Lee , M.D., Ph.D., Hee Sue Park , M.D., Ph.D., and Qute Choi , M.D., Ph.D.. Ann Lab Med -0001;0:. https://doi.org/10.3343/alm.2025.0200
- Open Access
- 17 September 2025
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 46 (1) , 94-103
Applying National Whole-genome Sequencing Findings for Rare Diseases in Clinical Practice: The Imperative of a Multidisciplinary Approach
Kyung Sun Park, M.D., Ph.D., Sunghwan Shin, M.D., Jong-Ho Park, Ph.D., Young-Eun Kim, M.D., Ph.D., Won Kyung Kwon, M.D., Min-Kyung So, M.D., Ph.D., Changhee Ha, M.D., Ph.D., Ja-Hyun Jang, M.D., Ph.D., Taeheon Lee, Ph.D., Chang-Seok Ki, M.D., Ph.D., Yoonjung Kim, M.D., Ph.D., Kyung-A Lee, M.D., Ph.D., Inho Park, Ph.D., Sejoon Lee, Ph.D., Hong-Hee Won, Ph.D., the Genetic Testing Specialists Consortium, and Jong-Won Kim, M.D., Ph.D.. Ann Lab Med -0001;0:. https://doi.org/10.3343/alm.2025.0112
- 17 September 2025
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 46 (1) , 94-103
Open AccessApplying National Whole-genome Sequencing Findings for Rare Diseases in Clinical Practice: The Imperative of a Multidisciplinary Approach
Kyung Sun Park, M.D., Ph.D., Sunghwan Shin, M.D., Jong-Ho Park, Ph.D., Young-Eun Kim, M.D., Ph.D., Won Kyung Kwon, M.D., Min-Kyung So, M.D., Ph.D., Changhee Ha, M.D., Ph.D., Ja-Hyun Jang, M.D., Ph.D., Taeheon Lee, Ph.D., Chang-Seok Ki, M.D., Ph.D., Yoonjung Kim, M.D., Ph.D., Kyung-A Lee, M.D., Ph.D., Inho Park, Ph.D., Sejoon Lee, Ph.D., Hong-Hee Won, Ph.D., the Genetic Testing Specialists Consortium, and Jong-Won Kim, M.D., Ph.D.. Ann Lab Med -0001;0:. https://doi.org/10.3343/alm.2025.0112
- Open Access
- 27 September 2024
- Published by Springer Nature in Nature Communications
- Vol. 15 (1) , 1-12
Germline functional variants contribute to somatic mutation and outcomes in neuroblastoma
Germline genetic context may play a significant role in the development and evolution of cancer, particularly in childhood cancers such as neuroblastoma. This study investigates the role of putatively functional germline variants in neuroblastoma, even if they do not directly increase disease risk. Our whole-exome sequencing analysis of 125 patients with neuroblastoma reveals a positive correlation between germline variant burden and somatic mutations. Moreover, patients with higher germline variant burden exhibit worse outcomes. Similar findings are observed in the independent neuroblastoma cohort where a higher germline variant burden correlates with a higher somatic mutational burden and a worse overall survival outcome. However, contrasting results emerge in adult-onset cancer, emphasizing the importance of germline genetics in neuroblastoma. The enrichment of putatively functional germline variants in cancer predisposition genes is borderline significant when compared to healthy populations (P = 0.077; Odds Ratio, 1.45; 95% confidence intervals, 0.94−2.21) and significantly more pronounced against adult-onset cancers (P = 0.016; Odds Ratio, 2.13; 95% confidence intervals, 1.10−3.91). Additionally, the presence of these variants proves to have prognostic significance in neuroblastoma (log-rank P < 0.001), and combining germline with clinical risk factors notably improves survival predictions.
- 27 September 2024
- Published by Springer Nature in Nature Communications
- Vol. 15 (1) , 1-12
Open AccessGermline functional variants contribute to somatic mutation and outcomes in neuroblastoma
Germline genetic context may play a significant role in the development and evolution of cancer, particularly in childhood cancers such as neuroblastoma. This study investigates the role of putatively functional germline variants in neuroblastoma, even if they do not directly increase disease risk. Our whole-exome sequencing analysis of 125 patients with neuroblastoma reveals a positive correlation between germline variant burden and somatic mutations. Moreover, patients with higher germline variant burden exhibit worse outcomes. Similar findings are observed in the independent neuroblastoma cohort where a higher germline variant burden correlates with a higher somatic mutational burden and a worse overall survival outcome. However, contrasting results emerge in adult-onset cancer, emphasizing the importance of germline genetics in neuroblastoma. The enrichment of putatively functional germline variants in cancer predisposition genes is borderline significant when compared to healthy populations (P = 0.077; Odds Ratio, 1.45; 95% confidence intervals, 0.94−2.21) and significantly more pronounced against adult-onset cancers (P = 0.016; Odds Ratio, 2.13; 95% confidence intervals, 1.10−3.91). Additionally, the presence of these variants proves to have prognostic significance in neuroblastoma (log-rank P < 0.001), and combining germline with clinical risk factors notably improves survival predictions.
- Open Access
- 4 July 2024
- Published by Elsevier in Clinica Chimica Acta
- Vol. 561, 119847
Delta check limits for thyroid function tests adjusted for clinical settings
- 4 July 2024
- Published by Elsevier in Clinica Chimica Acta
- Vol. 561, 119847
Open AccessDelta check limits for thyroid function tests adjusted for clinical settings
- Open Access
- 9 September 2023
- Published by Elsevier in Pediatric Neurology
- Vol. 149, 44-52
Genetic Diagnosis of Children With Neurodevelopmental Disorders Using Whole Genome Sequencing
- 9 September 2023
- Published by Elsevier in Pediatric Neurology
- Vol. 149, 44-52
Open AccessGenetic Diagnosis of Children With Neurodevelopmental Disorders Using Whole Genome Sequencing
- 31 March 2023
- Published by Walter de Gruyter GmbH in Clinical Chemistry and Laboratory Medicine (CCLM)
- Vol. 61 (10) , 1829-1840
Practical delta check limits for tumour markers in different clinical settings
Objectives: Few studies have reported on delta checks for tumour markers, even though these markers are often evaluated serially. Therefore, this study aimed to establish a practical delta check limit in different clinical settings for five tumour markers: alpha-fetoprotein, cancer antigen 19-9, cancer antigen 125, carcinoembryonic antigen, and prostate-specific antigen. Methods: Pairs of patients’ results (current and previous) for five tumour markers between 2020 and 2021 were retrospectively collected from three university hospitals. The data were classified into three subgroups, namely: health check-up recipient (subgroup H), outpatient (subgroup O), and inpatient (subgroup I) clinics. The check limits of delta percent change (DPC), absolute DPC (absDPC), and reference change value (RCV) for each test were determined using the development set (the first 18 months, n=179,929) and then validated and simulated by applying the validation set (the last 6 months, n=66,332). Results: The check limits of DPC and absDPC for most tests varied significantly among the subgroups. Likewise, the proportions of samples requiring further evaluation, calculated by excluding samples with both current and previous results within the reference intervals, were 0.2–2.9% (lower limit of DPC), 0.2–2.7% (upper limit of DPC), 0.3–5.6% (absDPC), and 0.8–35.3% (RCV99.9%). Furthermore, high negative predictive values >0.99 were observed in all subgroups in the in silico simulation. Conclusions: Using real-world data, we found that DPC was the most appropriate delta-check method for tumour markers. Moreover, Delta-check limits for tumour markers should be applied based on clinical settings.
- 31 March 2023
- Published by Walter de Gruyter GmbH in Clinical Chemistry and Laboratory Medicine (CCLM)
- Vol. 61 (10) , 1829-1840
Practical delta check limits for tumour markers in different clinical settings
Objectives: Few studies have reported on delta checks for tumour markers, even though these markers are often evaluated serially. Therefore, this study aimed to establish a practical delta check limit in different clinical settings for five tumour markers: alpha-fetoprotein, cancer antigen 19-9, cancer antigen 125, carcinoembryonic antigen, and prostate-specific antigen. Methods: Pairs of patients’ results (current and previous) for five tumour markers between 2020 and 2021 were retrospectively collected from three university hospitals. The data were classified into three subgroups, namely: health check-up recipient (subgroup H), outpatient (subgroup O), and inpatient (subgroup I) clinics. The check limits of delta percent change (DPC), absolute DPC (absDPC), and reference change value (RCV) for each test were determined using the development set (the first 18 months, n=179,929) and then validated and simulated by applying the validation set (the last 6 months, n=66,332). Results: The check limits of DPC and absDPC for most tests varied significantly among the subgroups. Likewise, the proportions of samples requiring further evaluation, calculated by excluding samples with both current and previous results within the reference intervals, were 0.2–2.9% (lower limit of DPC), 0.2–2.7% (upper limit of DPC), 0.3–5.6% (absDPC), and 0.8–35.3% (RCV99.9%). Furthermore, high negative predictive values >0.99 were observed in all subgroups in the in silico simulation. Conclusions: Using real-world data, we found that DPC was the most appropriate delta-check method for tumour markers. Moreover, Delta-check limits for tumour markers should be applied based on clinical settings.
- Open Access
A Preterm Infant with Feeding Aspiration Diagnosed with BOR Syndrome, Confirmed Case by Whole-Genome Sequencing and Structural Variant Calling
Branchiootorenal (BOR) syndrome is a rare autosomal dominant inherited disease with a prevalence of approximately 1 in 40,000 newborns. This disease is characterized by hearing loss, preauricular pits, branchial fistulas or cysts, and renal dysplasia. We discovered a case of BOR syndrome in a premature 2-week-old female infant with a gestational age of 32 weeks and two days. She and her family had major symptoms and a family history of BOR. BOR syndrome was confirmed by whole-genome sequencing and structural variant calling, which revealed an EYA1 exon 5–6 deletion. The infant had recurrent sleep and feeding cyanosis with second branchial anomalies. Via videofluoroscopic swallowing study and a modified barium swallow test, penetration into the vocal cords was observed before and during swallowing when bottle feeding. This is the first report of a preterm infant early diagnosed with BOR syndrome in which deletion margin was accurately identified by whole-genome sequencing and structural variant calling in Republic of Korea.
Open AccessA Preterm Infant with Feeding Aspiration Diagnosed with BOR Syndrome, Confirmed Case by Whole-Genome Sequencing and Structural Variant Calling
Branchiootorenal (BOR) syndrome is a rare autosomal dominant inherited disease with a prevalence of approximately 1 in 40,000 newborns. This disease is characterized by hearing loss, preauricular pits, branchial fistulas or cysts, and renal dysplasia. We discovered a case of BOR syndrome in a premature 2-week-old female infant with a gestational age of 32 weeks and two days. She and her family had major symptoms and a family history of BOR. BOR syndrome was confirmed by whole-genome sequencing and structural variant calling, which revealed an EYA1 exon 5–6 deletion. The infant had recurrent sleep and feeding cyanosis with second branchial anomalies. Via videofluoroscopic swallowing study and a modified barium swallow test, penetration into the vocal cords was observed before and during swallowing when bottle feeding. This is the first report of a preterm infant early diagnosed with BOR syndrome in which deletion margin was accurately identified by whole-genome sequencing and structural variant calling in Republic of Korea.
- Open Access
- 25 October 2022
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 43 (2) , 204-207
The First Case of Acute Myeloid Leukemia With Underlying Fanconi Anemia due to FANCF Variants in Korea
Eunsang Suh, M.D., Sunghwan Shin, M.D., Hee Young Ju, M.D., Keon Hee Yoo, M.D., Ph.D., Hyun-Young Kim, M.D., Duck Cho, M.D., Ph.D., Sun-Hee Kim, M.D., Ph.D., and Hee-Jin Kim, M.D., Ph.D.. Ann Lab Med 2023;43:204-7. https://doi.org/10.3343/alm.2023.43.2.204
- 25 October 2022
- Published by Annals of Laboratory Medicine in Annals of Laboratory Medicine
- Vol. 43 (2) , 204-207
Open AccessThe First Case of Acute Myeloid Leukemia With Underlying Fanconi Anemia due to FANCF Variants in Korea
Eunsang Suh, M.D., Sunghwan Shin, M.D., Hee Young Ju, M.D., Keon Hee Yoo, M.D., Ph.D., Hyun-Young Kim, M.D., Duck Cho, M.D., Ph.D., Sun-Hee Kim, M.D., Ph.D., and Hee-Jin Kim, M.D., Ph.D.. Ann Lab Med 2023;43:204-7. https://doi.org/10.3343/alm.2023.43.2.204
- Open Access
- 30 June 2021
- Published by Korean Society of Medical Genetics in Journal of Genetic Medicine
- Vol. 18 (1) , 38-43
Psychological effects and risk perception after genetic counseling
Sunghwan Shin, Mi Ra Ryu, Won Kyung Kwon, Suhee Kim, Ja-Hyun Jang, and Jong-Won Kim. J Genet Med 2021;18:38-43. https://doi.org/10.5734/JGM.2021.18.1.38
- 30 June 2021
- Published by Korean Society of Medical Genetics in Journal of Genetic Medicine
- Vol. 18 (1) , 38-43
Open AccessPsychological effects and risk perception after genetic counseling
Sunghwan Shin, Mi Ra Ryu, Won Kyung Kwon, Suhee Kim, Ja-Hyun Jang, and Jong-Won Kim. J Genet Med 2021;18:38-43. https://doi.org/10.5734/JGM.2021.18.1.38