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A Risk Prediction Model Based on Lymph-Node Metastasis in Poorly Differentiated-Type Intramucosal Gastric Cancer.

Publication ,  Journal Article
Pyo, JH; Lee, H; Min, B-H; Lee, JH; Choi, MG; Lee, JH; Sohn, TS; Bae, JM; Kim, K-M; Ahn, HS; Jung, S-H; Kim, S; Kim, JJ
Published in: PLoS One
2016

BACKGROUND AND AIM: Endoscopic submucosal dissection (ESD) for undifferentiated type early gastric cancer is regarded as an investigational treatment. Few studies have tried to identify the risk factors that predict lymph-node metastasis (LNM) in intramucosal poorly differentiated adenocarcinomas (PDC). This study was designed to develop a risk scoring system (RSS) for predicting LNM in intramucosal PDC. METHODS: From January 2002 to July 2015, patients diagnosed with mucosa-confined PDC, among those who underwent curative gastrectomy with lymph node dissection were reviewed. A risk model based on independent predicting factors of LNM was developed, and its performance was internally validated using a split sample approach. RESULTS: Overall, LNM was observed in 5.2% (61) of 1169 patients. Four risk factors [Female sex, tumor size ≥ 3.2 cm, muscularis mucosa (M3) invasion, and lymphatic-vascular involvement] were significantly associated with LNM, which were incorporated into the RSS. The area under the receiver operating characteristic curve for predicting LNM after internal validation was 0.69 [95% confidence interval (CI), 0.59-0.79]. A total score of 2 points corresponded to the optimal RSS threshold with a discrimination of 0.75 (95% CI 0.69-0.81). The LNM rates were 1.6% for low risk (<2 points) and 8.9% for high-risk (≥2 points) patients, with a negative predictive value of 98.6% (95% CI 0.98-1.00). CONCLUSIONS: A RSS could be useful in clinical practice to determine which patients with intramucosal PDC have low risk of LNM.

Duke Scholars

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2016

Volume

11

Issue

5

Start / End Page

e0156207

Location

United States

Related Subject Headings

  • Young Adult
  • Stomach Neoplasms
  • Risk Factors
  • Risk Assessment
  • Retrospective Studies
  • ROC Curve
  • Prospective Studies
  • Prognosis
  • Neoplasm Staging
  • Neoplasm Invasiveness
 

Citation

APA
Chicago
ICMJE
MLA
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Pyo, J. H., Lee, H., Min, B.-H., Lee, J. H., Choi, M. G., Sohn, T. S., … Kim, J. J. (2016). A Risk Prediction Model Based on Lymph-Node Metastasis in Poorly Differentiated-Type Intramucosal Gastric Cancer. PLoS One, 11(5), e0156207. https://doi.org/10.1371/journal.pone.0156207
Pyo, Jeung Hui, Hyuk Lee, Byung-Hoon Min, Jun Haeng Lee, Min Gew Choi, Jun Ho Lee, Tae Sung Sohn, et al. “A Risk Prediction Model Based on Lymph-Node Metastasis in Poorly Differentiated-Type Intramucosal Gastric Cancer.PLoS One 11, no. 5 (2016): e0156207. https://doi.org/10.1371/journal.pone.0156207.
Pyo JH, Lee H, Min B-H, Lee JH, Choi MG, Sohn TS, et al. A Risk Prediction Model Based on Lymph-Node Metastasis in Poorly Differentiated-Type Intramucosal Gastric Cancer. PLoS One. 2016;11(5):e0156207.
Pyo, Jeung Hui, et al. “A Risk Prediction Model Based on Lymph-Node Metastasis in Poorly Differentiated-Type Intramucosal Gastric Cancer.PLoS One, vol. 11, no. 5, 2016, p. e0156207. Pubmed, doi:10.1371/journal.pone.0156207.
Pyo JH, Lee H, Min B-H, Lee JH, Choi MG, Sohn TS, Bae JM, Kim K-M, Ahn HS, Jung S-H, Kim S, Kim JJ. A Risk Prediction Model Based on Lymph-Node Metastasis in Poorly Differentiated-Type Intramucosal Gastric Cancer. PLoS One. 2016;11(5):e0156207.

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2016

Volume

11

Issue

5

Start / End Page

e0156207

Location

United States

Related Subject Headings

  • Young Adult
  • Stomach Neoplasms
  • Risk Factors
  • Risk Assessment
  • Retrospective Studies
  • ROC Curve
  • Prospective Studies
  • Prognosis
  • Neoplasm Staging
  • Neoplasm Invasiveness