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Sha, Dan

https://orcid.org/0009-0005-0682-3942

Mayo Clinic

Shandong Provincial Hospital

Citations 5

Histopathological growth patterns of gastric cancer liver metastasis and their association with patient prognosis.
Sha, Dan , Zhuang, Q., Wang, Liguang , Jing, Haiyan , Tian, Chunfang , Yang, Qian , Sun, Jing , Wang, Jinshen , Song, Wei , Zhuang, Qingchun, Sinicrope, Frank A. , Zhang, Shuo

Journal of Clinical Oncology | January 27, 2025 | Volume: 43 | Issue: 4_suppl | Pages: 484-484

10.1200/jco.2025.43.4_suppl.484 Get It

484 Background: The histopathological growth patterns (HGPs) of liver metastasis reflect the complicated and varied interactions between tumor cells and the host microenvironment. We studied HGPs of gastric cancer liver metastasis (GCLM) and sought to predict them using radiomic and clinical variables. Methods: Hepatectomy was performed in 62 patients with GCLM at our university hospital between 2011 and 2021. HGPs were evaluated according to international consensus guidelines, and were classified as either desmoplastic HGP (dHGP) or non-dHGP. CD4, CD8, VEGF and CD31 were analyzed by immunohistochemistry. Eight hundred and fifty-one radiomics features were extracted from CT portal venous phase images and the optimal radiomics signature was determined by univariate analysis and LASSO regression. Multivariable regression analyses and ROC curves were used to assess the predictive performance of HGPs with a radiomic and clinical combined model. Results: Among 62 patients, 14 were categorized as dHGP, and 48 as non-dHGP. Non-dHGP vs. d-HGP was associated with higher tumor N stage and CEA level, and with decreased CD8 + T cells, and lower VEGF and CD31 expression. HGP status was independently associated with patient cancer-specific survival (CSS) (P<0.05) multivariately.Analysis of percent relative contribution revealed that HGP ranked first for CSS (35.9%), ahead of T (28.9%) and N (28.9%) stage. A model with combined radiomic and clinical features demonstrated robust performance with area under the curve (AUC) values of 0.993 and 0.933 in the training and validation sets, respectively. Conclusions: Non-invasive determination of radiomic and clinical features was shown to predict HGPs types. Compared to dHGP, GCLM with non-dHGP exhibited significantly lower immune cell infiltration and decreased angiogenesis. Among features examined in GCLM, HGP was the most robust for prognostication. Univariate and multivariate analysis of prognostic factors for cancer-specific survival. Characteristics Univariate analysis Multivariate rergression analysis HR (95%CI) P HR (95%CI) P Gender ( Women vs Men ) 1.13(0.61-2.09) 0.71 Age ( >60years vs ≤60years) 1.08(0.60-1.70) 0.98 HGP ( non-desmoplastic HGP vs desmoplastic HGP ) 3.63(1.78-7.41) 0.00 3.48(1.37-8.88) 0.01 T stage ( T3-T4 vs T1-T2 ) 2.03(1.08-3.80) 0.03 2.29(1.15-4.58) 0.02 N stage ( N1-N3 vs N0 ) 3.46(1.66-7.23) 0.00 2.54(1.17-5.56) 0.02 CEA ( >5ng/ml vs ≤5ng/ml ) 2.37(1.25-4.48) 0.01 1.56(0.70-3.48) 0.27
Use of nucleotyping and tumor stroma ratio to predict prognosis in patients with resected intestinal-type gastric cancer.
Sha, Dan , Sun, Jing , Tian, Chunfang , Jing, Haiyan , Wang, Jinshen , Zhuang, Q., Yang, Qian , Song, Wei , Sinicrope, Frank A. , Tian, Chunfang

Journal of Clinical Oncology | January 27, 2025 | Volume: 43 | Issue: 4_suppl | Pages: 483-483

10.1200/jco.2025.43.4_suppl.483 Get It

483 Background: Heterogeneity exists in recurrence and survival among patients with intestinal-type gastric cancer (IGC). Nucleotyping is the alterations in chromatin organization. We sought to identify the prognostic utility of nucleotyping, tumor stroma ratio (TSR) and DNA ploidy in these patients. Methods: Radical resection of gastric carcinoma (> 15 LNs removed) was performed in 283 patients (stage I, n=73; stage II, n=102; stage III, n=108) at our university hospital between 2010 and 2018. Automated image cytometry tools were used to quantitatively measure nucleotyping, TSR and DNA ploidy. Cutpoints of nucleotyping and TSR were 0.044 and 50%, respectively. Associations of these features with clinicopathological characteristics, time-to-recurrence (TTR) and cancer specific survival (CSS) were analyzed by univariate and multivariate analysis. Results: Among 283 patients, chromatin heterogeneity, high TSR and non-diploid were significantly associated with larger tumor size, higher T and N stage, and poorer TTR and CSS at 5 years. In a Cox multivariable analysis, nucleotyping and TSR were independently associated with TTR and CSS (P<0.05) (Table). The top three contributors to TTR were N stage (33.9%), nucleotying (29.7%) and TSR (25.5%). The top three contributors to CSS were N stage (35.6%), nucleotying (29.7%) and TSR (18.0%). As a combined variable, the percent relative contribution of nucleotyping and TSR ranked first for TTR and CSS (56.0%, 50.0%), ahead of N stage (33.4%, 34.6%) and TILs (8.4%, 10.6%). Conclusions: Nucleotyping and TSR were each significantly and independently associated with TTR and CSS, and their combined variable was more strongly prognostic than either alone. Cox multivariable analysis of TTR and CSS. Features TTR HR (95%CI) TTR P value CSS HR (95%CI) CSS P value Tumor size (>3cm vs ≤3cm) 1.10 (0.48-2.54) 0.83 0.77 (0.35-1.70) 0.56 T stage (T3-T4 vs T1-T2) 1.07 (0.46-2.49) 0.87 1.41 (0.53-3.76) 0.49 N stage (N2N3 vs N0N1) 2.84 (1.39-5.78) <0.01 7.69 (3.37-17.55) <0.01 Adjuvant Therapy (with vs without) 1.32 (0.72-2.40) 0.37 0.85 (0.48-1.52) 0.59 TB (high vs low) 1.29 (0.62-2.69) 0.50 1.61 (0.85-3.07) 0.15 TILs(low vs high) 1.73 (0.96-3.13) 0.07 1.90 (1.06-3.40) 0.03 Nucleotyping (Chromatin heterogeneous vs Chromatin homogeneous) 2.19 (1.21-3.99) 0.01 3.44 (1.96-6.03) <0.01 TSR (high vs low) 2.12 (1.16-3.82) 0.01 2.51 (1.43-4.41) <0.01 DNA ploidy (Non-diploid vs Diploid) 1.20 (0.55-2.63) 0.65 0.98 (0.44-2.15) 0.95 1 TTR, time-to-recurrence; 2 CSS, cancer specific survival.
Tumor microenvironment characteristics association with clinical outcome in patients with resected intestinal-type gastric cancer
Tian, Chunfang , Jing, Haiyan , Wang, Jinshen , Gao, Binbin, Sun, Xiaogang , Song, Wei , Sha, Dan , Tian, Chun-Fang , Yao, Zhi-Gang , Saberzadeh-Ardestani, Bahar , Sha, Dan , Sinicrope, Frank A. , Li, Leping

The Oncologist | June 22, 2024 | Volume: 29 | Issue: 10 | Pages: e1280-e1290

10.1093/oncolo/oyae124 Get It

Abstract Background Tumor microenvironment (TME) characteristics including tumor stroma ratio (TSR), tumor budding (TB), and tumor-infiltrating lymphocytes (TILs) were examined in resected gastric cancer. These TME features have been shown to indicate metastatic potential in colon cancer, and intestinal-type gastric cancer (IGC) has pathological similarities with that malignancy. Methods TSR, TB, and TILs were quantified in routine histological sections from 493 patients with IGC who underwent radical resection at 2 university hospitals in China from 2010 to 2016. TME variables were dichotomized as follows: TSR (50%), TILs (median), TB per international guidelines (4 buds/0.785mm2), and platelet-lymphocyte ratio (PLR) per survival ROC. Association of TME features with patient clinicopathological characteristics, time-to-recurrence (TTR), and cancer-specific-survival (CSS) were examined using univariate and multivariate analysis, including a relative contribution analysis by Cox regression. Results Patients whose tumors showed high TSR or high TB or low TILs were each significantly associated with increased T and N stage, higher histological grade, and poorer TTR and CSS at 5 years. Only TSR and N stage were independently associated with TTR and CSS after adjustment for covariates. PLR was only independently associated with TTR after adjustment for covariates. Among the variables examined, only TSR was significantly associated with both TTR (HR 1.72, 95% CI, 1.14-2.60, P = .01) and CSS (HR 1.62, 95% CI, 1.05-2.51, P = .03) multivariately. Relative contribution to TTR revealed that the top 3 contributors were N stage (45.1%), TSR (22.5%), and PLR (12.9%), while the top 3 contributors to CSS were N stage (59.9%), TSR (14.7%), and PLR (10.9%). Conclusions Among the examined TME features, TSR was the most robust for prognostication and was significantly associated with both TTR and CSS. Furthermore, the relative contribution of TSR to patient TTR and CSS was second only to nodal status.
Prognostic role of tumor stroma ratio, tumor-infiltrating lymphocytes, and tumor budding in patients with intestinal-type gastric cancer after radical resection.
Sha, Dan , Tian, Chunfang , Jing, Haiyan , Wang, Jinshen , Song, Wei , Sinicrope, Frank A.

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 4055-4055

10.1200/jco.2022.40.16_suppl.4055 Get It

4055 Background: Tumor microenvironmental (TME) features including tumor stroma ratio (TSR), tumor infiltrating lymphocytes (TILs) and tumor budding (TB), may be associated with tumor metastatic potential. We sought to identify the association of these features with prognosis of patients with resectable intestinal-type gastric cancer. Methods: Radical resection of gastric carcinoma (> 15 LNs removed) was performed in 493 patients (stage I, n=225; stage II, n=119; stage III, n=149) at two university hospitals between 2010 and 2016. Cutpoints were as follows: TSR (50%), TILs (median), and TB (Bd0-Bd3). TME features and their association with clinicopathological characteristics, time-to-recurrence (TTR) and overall survival (OS) were analyzed by univariate and multivariate Cox methods.. Results: Among 493 patients, high TSR, low TILs and high TB (Bd1-Bd3) were significantly associated with higher histological grade, larger tumor size, and increased T and N stages. Each of these features was significantly associated with poorer TTR and OS at 5 years. In Cox multivariable analysis, N stage and TSR were the only variables that were significantly associated with TTR and OS (Table). The relative contribution (%) of TSR to TTR ranked second (17.5%) behind N stage (49.2%) and ahead of TILs (7.2%) and TB (0.1%). Conclusions: Among TME features, TSR was the most robust and was significantly and independently associated with TTR and OS. The relative contribution of TSR to TTR was second only to nodal status. [Table: see text]
Association Study of the let-7 miRNA-Complementary Site Variant in the 3′ Untranslated Region of theKRASGene in Stage III Colon Cancer (NCCTG N0147 Clinical Trial)
Sha, Dan , Shi, Qian , Sargent, Daniel J. , Diasio, Robert B. , Lee, Adam M. , Alberts, Steven R. , Sinicrope, Frank A. , Sargent, Daniel J , Shi, Qian

Clinical Cancer Research | April 12, 2014 | Volume: 20 | Issue: 12 | Pages: 3319-3327

10.1158/1078-0432.ccr-14-0069 Get It

AbstractPurpose: A let-7 microRNA-complementary site (LCS6) polymorphism in the 3′ untranslated region of the KRAS gene has been shown to disrupt let-7 binding and upregulate KRAS expression. We evaluated the LCS6 genotype and its association with KRAS mutation status, clinicopathologic features, and disease-free survival (DFS) in patients with stage III colon cancer who enrolled in a phase III clinical trial (NCCTG N0147).Experimental Design: The LCS6 genotype was assayed by real-time PCR in DNA extracted from whole blood (n = 2,834) and compared with paired tumor tissue (n = 977). χ2 and two-sample t tests were used to compare baseline factors and KRAS mutation status between patients defined by LCS6 variant status. Log-rank tests and multivariate Cox models assessed associations between LCS6 status and DFS, respectively.Results: We identified 432 (15.2%) blood samples and 143 (14.6%) tumor samples heterozygous or homozygous for the LCS6 G-allele, and 2,402 of 2,834 (84.8%) blood samples and 834 of 977 (85.4%) tumor samples homozygous for the LCS6 T-allele. Genotype results were highly concordant (99.8%) in cases with paired blood and tumor tissue (n = 977). G-allele carriers were significantly more frequent in Caucasians versus other races (χ2 test, P &lt; 0.0001). The LCS6 genotype was not associated with KRAS mutation status, clinicopathologic features (all P &gt; 0.2), or DFS (log-rank P = 0.49; HR, 0.929; 95% confidence interval, 0.76–1.14), even after combining LCS6 genotype with KRAS mutation status.Conclusions: In the largest association study investigating the LCS6 polymorphism in colon cancers, the germline LCS6 genotype was not associated with KRAS mutation status or with clinical outcome in patients with stage III tumors. Clin Cancer Res; 20(12); 3319–27. ©2014 AACR.