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1.
Liver Int ; 44(5): 1202-1218, 2024 May.
Article in English | MEDLINE | ID: mdl-38363048

ABSTRACT

BACKGROUND & AIMS: Lymphocyte-rich hepatocellular carcinoma (LR-HCC) is largely unknown and a rare subtype of HCC with immune-rich stroma. Tertiary lymphoid structures (TLS), frequently observed in LR-HCC, are known to be prognostically significant in various malignancies; however, their significance in HCC remains unevaluated. METHODS: Clinicopathologic data of 191 cases of surgically resected conventional HCC (C-HCC, n = 160) and LR-HCC (n = 31) were retrieved. Immunohistochemistry, multiplex immunofluorescence staining, RNA sequencing and proteomic analysis were conducted. Differences between the subtypes were statistically evaluated. RESULTS: LR-HCC was significantly correlated to larger tumour size, higher Edmondson-Steiner grade, presence of TLS and higher CD3-, CD8- and FOXP3-positive T cell, high PD-1 and PD-L1 expression (p < .001 for all) compared to C-HCC. Patients with LR-HCC exhibited significantly better overall survival (OS) (p = .044) and recurrence-free survival (RFS) (p = .025) than C-HCC. LR-HCC demonstrated TLS signatures with significantly higher proteomic-based immune scores in 14 of 17 types of tumour-infiltrating immune cells. Furthermore, C-HCC with secondary follicles, the most mature form of TLS, exhibited significantly better OS (p = .031) and RFS (p = .033) than those without. Across the global proteome, LR-HCC was well-differentiated from C-HCC and a map of protein-protein interactions between tumour-infiltrating lymphocytes and HCC in tumour microenvironment was completed. CONCLUSION: LR-HCC is clinicopathologically and molecularly distinct and shows better prognosis compared to C-HCC. Also, the presence of secondary follicle can be an important prognostic marker for better prognosis in both LR-HCC and C-HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Tertiary Lymphoid Structures , Humans , Carcinoma, Hepatocellular/pathology , Prognosis , Liver Neoplasms/pathology , Tertiary Lymphoid Structures/pathology , Proteomics , Biomarkers, Tumor/analysis , Lymphocytes, Tumor-Infiltrating , Tumor Microenvironment
2.
World J Urol ; 42(1): 228, 2024 Apr 10.
Article in English | MEDLINE | ID: mdl-38598022

ABSTRACT

PURPOSE: Commercial double J stents (DJS) have a uniform shape regardless of the specific nature of various ureteral diseases. We tested renovated DJS and compared them with conventional DJS using ureter models. METHODS: One straight ureter model included stenosis at the distal ureter near the ureterovesical junction and the other did not. We used conventional DJS and renovated 5- and 6-Fr soft DJS for ureter stones and 6-, 7-, and 8.5-Fr hard DJS for tumors. The DJS comprised holes in the upper, middle, or lower one-third of the shaft (length, 24 cm; 2-cm-diameter coils at both ends). More holes were created along the shaft based on the ureteral disease location. Conventional DJS had holes spaced 1 cm apart along the shaft. Renovated DJS had holes spaced 1 cm apart along the shaft with 0.5-cm intervals on the upper, middle, or lower one-third of the shaft. Urine flow was evaluated. RESULTS: As the DJS diameter increased, the flow rate decreased. The flow rates of DJS with holes in the lower shaft were relatively lower than those of conventional DJS and DJS with holes in the upper and middle shafts. In the ureter model without stenosis, 6-, 7-, and 8.5-Fr renovated stents exhibited significantly higher flow rates than conventional stents. In the ureter model with stenosis, 5-, 6-, 7-, and 8.5-Fr renovated stents did not exhibit significantly higher flow rates than conventional stents. CONCLUSION: Renovated stents and conventional stents did not exhibit significant differences in urine flow with stenosis.


Subject(s)
Ureter , Ureterolithiasis , Humans , Ureter/surgery , Constriction, Pathologic , Stents
3.
Hepatology ; 75(4): 997-1011, 2022 04.
Article in English | MEDLINE | ID: mdl-34478159

ABSTRACT

BACKGROUND AND AIMS: Despite the epidemiological association between intrahepatic cholangiocarcinoma (iCCA) and HBV infection, little is known about the relevant oncogenic effects. We sought to identify the landscape and mechanism of HBV integration, along with the genomic architecture of HBV-infected iCCA (HBV-iCCA) tumors. APPROACH AND RESULTS: We profiled a cohort of 108 HBV-iCCAs using whole-genome sequencing, deep sequencing, and RNA sequencing, together with preconstructed data sets of HBV-infected HCC (HBV-HCC; n = 167) and combined hepatocellular cholangiocarcinoma (HBV-cHCC/CCA; n = 59), and conventional (n = 154) and fluke-related iCCAs (n = 16). Platforms based on primary iCCA cell lines to evaluate the functional effects of chimeric transcripts were also used. We found that HBV had inserted at multiple sites in the iCCA genomes in 45 (41.7%) of the tumors. Recurrent viral integration breakpoints were found at nine different sites. The most common insertional hotspot (7 tumors) was in the TERT (telomerase reverse transcriptase) promoter, where insertions and mutations (11 tumors) were mutually exclusive, and were accompanied by promoter hyperactivity. Recurrent HBV integration events (5 tumors) were also detected in FAT2 (FAT atypical cadherin 2), and were associated with enrichment of epithelial-mesenchymal transition-related genes. A distinctive intergenic insertion (chr9p21.3), between DMRTA1 (DMRT like family A1) and LINC01239 (long intergenic non-protein coding RNA 1239), had oncogenic effects through activation of the mammalian target of rapamycin (mTOR)/4EBP/S6K pathway. Regarding the mutational profiles of primary liver cancers, the overall landscape of HBV-iCCA was closer to that of nonviral conventional iCCA, than to HBV-HCC and HBV-cHCC/CCA. CONCLUSIONS: Our findings provide insight into the behavior of iCCAs driven by various pathogenic mechanisms involving HBV integration events and associated genomic aberrations. This knowledge should be of use in managing HBV carriers.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Liver Neoplasms , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/pathology , Bile Ducts, Intrahepatic/pathology , Carcinogenesis , Carcinoma, Hepatocellular/pathology , Cholangiocarcinoma/genetics , Cholangiocarcinoma/pathology , Genomics , Hepatitis B virus/genetics , Humans , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Virus Integration/genetics
4.
Eur Radiol ; 2023 Oct 18.
Article in English | MEDLINE | ID: mdl-37848775

ABSTRACT

OBJECTIVES: We aimed to compare Liver Imaging Reporting and Data System (LI-RADS) category 4/5 and category M (LR-M) of proliferative hepatocellular carcinomas (HCCs) in cirrhotic patients and evaluate their impacts on prognosis. METHODS: This retrospective multi-reader study included cirrhotic patients with single treatment-naïve HCC ≤ 5.0 cm who underwent contrast-enhanced CT, MRI, and subsequent hepatic resection within 2 months. The percentages of CT/MRI LR-4/5 and LR-M in proliferative and non-proliferative HCCs were compared. Univariable and multivariable Cox proportional hazards regression analyses were performed to assess the association of LI-RADS categories (LR-4/5 vs. LR-M) and pathologic classification (proliferative vs. non-proliferative) with overall survival (OS) and recurrence-free survival (RFS). Subgroups of patients with proliferative and non-proliferative HCCs were analyzed to compare OS and RFS between LR-4/5 and LR-M. RESULTS: Of the 204 included patients, 38 were classified as having proliferative HCC. The percentages of LR-M were higher in proliferative than non-proliferative HCC on both CT (15.8% vs. 3.0%, p = 0.007) and MRI (26.3% vs. 9.6%, p = 0.016). Independent of pathologic classification, CT and MRI LR-M were significantly associated with poorer OS (hazard ratio (HR) = 4.58, p = 0.013, and HR = 6.45, p < 0.001) and RFS (HR = 3.66, p = 0.005, and HR = 6.44, p < 0.001) than LR-4/5. MRI LR-M was associated with significantly poorer OS (p ≤ 0.003) and RFS (p < 0.001) than MRI LR-4/5 in both proliferative and non-proliferative HCCs. CONCLUSIONS: This multi-reader study showed that the percentages of LR-M were significantly higher in proliferative than non-proliferative HCCs. CT/MRI LR-M was significantly associated with poor OS and RFS, independent of the pathologic classification of proliferative versus non-proliferative HCCs. CLINICAL RELEVANCE STATEMENT: CT and MRI LI-RADS category M can be clinically useful in predicting poor outcomes in patients with proliferative and non-proliferative hepatocellular carcinomas. KEY POINTS: • The percentages of LR-M tumors on both CT and MRI were significantly higher in proliferative than non-proliferative hepatocellular carcinomas. • Independent of pathologic classification, CT/MRI LR-M categories were correlated with poor overall survival and recurrence-free survival. • Patients with both proliferative and non-proliferative hepatocellular carcinomas categorized as MRI LR-M had significantly poorer overall survival and recurrence-free survival than those categorized as MRI LR-4/5.

5.
Radiology ; 305(3): 606-613, 2022 12.
Article in English | MEDLINE | ID: mdl-35943338

ABSTRACT

Background Trastuzumab emtansine (T-DM1) is an antibody-drug conjugate approved for use in human epidermal growth factor receptor 2 (HER2)-positive breast cancer. Case reports have suggested an association between T-DM1 and portal hypertension. Purpose To evaluate the association of T-DM1 therapy with spleen volume changes and portal hypertension on CT scans and clinical findings compared with lapatinib and capecitabine therapy. Materials and Methods Patients with HER2-positive breast cancer who were administered at least two cycles of T-DM1 or lapatinib and capecitabine (controls) in a tertiary institution from 2001 to 2020 and who underwent CT before initial treatment and at least once during treatment were retrospectively enrolled. Spleen volume changes and the signs of portal hypertension (gastroesophageal varix [GEV], spontaneous portosystemic shunt [SPSS], and ascites) were evaluated at contrast-enhanced CT. Patients were followed until treatment ended or for 2 years after the start of treatment. Spleen volume changes were measured with a deep learning algorithm and evaluated by using a linear mixed model. The incidences of splenomegaly and portal hypertension were compared between the T-DM1 and control groups by using a χ2 test or Fisher exact test. Results The T-DM1 group included 111 patients (mean age, 54 years ± 11 [SD]; 111 women) and the control group included 122 patients (mean age, 50 years ± 9; 121 women). Spleen volume progressively increased with T-DM1 therapy but was constant in the control group (104% ± 5 vs -1% ± 6 at the 33rd treatment cycle, respectively; P < .001). Incidences of splenomegaly (46% [51 of 111] vs 3% [four of 122] of patients; P < .001), GEV (11% [12 of 111] vs 1% [one of 122] of patients; P < .001), and SPSS (27% [30 of 111] vs 1% [one of 122] of patients; P < .001) were higher in the T-DM1 group than in the control group. Conclusion Trastuzumab emtansine therapy was associated with noncirrhotic portal hypertension at CT, with higher incidences of splenomegaly, gastroesophageal varix, and spontaneous portosystemic shunt than those with lapatinib and capecitabine therapy. © RSNA, 2022 Online supplemental material is available for this article.


Subject(s)
Ado-Trastuzumab Emtansine , Breast Neoplasms , Deep Learning , Hypertension, Portal , Female , Humans , Middle Aged , Ado-Trastuzumab Emtansine/adverse effects , Ado-Trastuzumab Emtansine/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/drug therapy , Breast Neoplasms/etiology , Capecitabine/adverse effects , Capecitabine/therapeutic use , Hypertension, Portal/chemically induced , Hypertension, Portal/diagnostic imaging , Lapatinib/adverse effects , Lapatinib/therapeutic use , Receptor, ErbB-2/metabolism , Retrospective Studies , Spleen/diagnostic imaging , Splenomegaly/chemically induced , Splenomegaly/drug therapy , Tomography, X-Ray Computed
6.
Liver Transpl ; 28(9): 1475-1489, 2022 09.
Article in English | MEDLINE | ID: mdl-35429359

ABSTRACT

Excellent short-term survival after pediatric liver transplantation (LT) has shifted attention toward the optimization of long-term outcomes. Despite considerable progress in imaging and other noninvasive modalities, liver biopsies continue to be required to monitor allograft health and to titrate immunosuppression. However, a standardized approach to the detailed assessment of long-term graft histology is currently lacking. The aim of this study was to formulate a list of histopathological features relevant for the assessment of long-surviving liver allograft health and to develop an approach for assessing the presence and severity of these features in a standardized manner. Whole-slide digital images from 31 biopsies obtained ≥4 years after transplantation to determine eligibility for an immunosuppression withdrawal trial were selected to illustrate a range of typical histopathological findings seen in children with clinically stable grafts, including those associated with alloantibodies. Fifty histological features were independently assessed and, where appropriate, scored semiquantitatively by six pathologists to determine inter- and intraobserver reproducibility of the histopathological features using unweighted and weighted kappa statistics; the latter metric enabled distinction between minor and major disagreements in parameter severity scoring. Weighted interobserver kappa statistics showed a high level of agreement for various parameters of inflammation, interface activity, fibrosis, and microvascular injury. Intraobserver agreement for these features was even more substantial. The results of this study will help to standardize the assessment of biopsies from long-surviving liver allografts, aid the recognition of important histological features, and facilitate international comparisons and clinical trials aiming to improve outcomes for children undergoing LT.


Subject(s)
Allografts , Liver Transplantation , Liver , Allografts/pathology , Biopsy , Child , Humans , Liver/pathology , Reproducibility of Results
7.
Eur Radiol ; 32(3): 2070-2077, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34549325

ABSTRACT

OBJECTIVES: To investigate the diagnostic performance of attenuation imaging (ATI) for the assessment of low-grade hepatic steatosis using liver biopsy as the reference standard. METHODS: The study included 57 potential donor candidates for living liver transplantation who underwent ATI, transient elastography (TE), and liver biopsy for evaluation of hepatic steatosis between February 2020 and April 2020. The attenuation coefficient (AC) from ATI and the controlled attenuation parameter (CAP) from TE were measured for each participant in a random and blind manner. The histologic hepatic fat fraction (HFF) was graded (S0, < 5%; S1, 5-33%; S2, 33-66%; S3, > 66%). The accuracy of ATI for diagnosing hepatic steatosis was compared with that of CAP using ROC analysis. Correlations between AC and HFF were evaluated, and factors affecting AC were determined by linear regression analysis. RESULTS: The median HFF was 3% (range: 0-35%), with 31 (54.4%), 24 (42.0%), and 2 (3.5%) participants being graded as S0, S1, and S2, respectively. The AUCs for the ROCs of AC and CAP for the detection of hepatic steatosis were 0.808 (95% CI: 0.682-0.900) and 0.829 (95% CI: 0.706-0.916), respectively, with the difference not being statistically significant (p = 0.762). AC showed 61.5% of sensitivity and 90.3% of specificity. AC was positively correlated with HFF (p < 0.001). HFF was the only factor significantly affecting AC. CONCLUSIONS: ATI showed moderate sensitivity and high specificity in the diagnosis and quantification of hepatic steatosis in low-grade steatosis without fibrosis. Only HFF significantly affected AC. KEY POINTS: • Attenuation imaging showed moderate sensitivity and high specificity performance in the diagnosis and quantification of hepatic steatosis in low-grade steatosis without fibrosis. • The diagnostic performance of the attenuation coefficient by attenuation imaging did not significantly differ from that of the controlled attenuation parameter by transient elastography in quantifying low-grade steatosis. • The histopathologically determined hepatic fat fraction was the only factor significantly affecting the attenuation coefficient.


Subject(s)
Elasticity Imaging Techniques , Fatty Liver , Non-alcoholic Fatty Liver Disease , Biopsy , Fatty Liver/diagnostic imaging , Humans , Liver/diagnostic imaging , ROC Curve , Severity of Illness Index , Ultrasonography
8.
Ann Surg Oncol ; 28(11): 6466-6478, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33786678

ABSTRACT

BACKGROUND: Although hepatocellular carcinomas (HCCs) often recur in patients undergoing hepatectomy, there are no reliable biomarkers of this undesirable event. Recent RNA-based efforts have developed valuable genetic indices prognostic of cancer outcomes. We aimed to identify molecular predictors of early recurrence after resection of HCC, and reveal the genomolecular structure of the resected tumors. METHOD: Based on the transcriptomic and genomic datasets of 206 HCC samples surgically resected in the Asan Medical Center (AMC), we performed a differential gene expression analysis to identify quantitative markers associated with early recurrence and used the unsupervised clustering method to classify genomolecular subtypes. RESULTS: Differential gene expression profiling revealed that S100P was the highest-ranked overexpressed gene in HCCs that recurred within 2 years of surgery. This trend was reproduced in immunohistochemical studies of the original cohort and an independent AMC cohort. S100P expression also independently predicted HCC-specific mortality post-resection (adjusted hazard ratio 1.09, 95% confidence interval 1.01-1.19; p = 0.042). Validation in a Chinese cohort and in in vitro experiments confirmed the prognostic value of S100P in HCC. We further identified five discrete molecular subtypes of HCC; a subtype with stem cell features ('AMC-C4') was associated with the worst prognosis, both in our series and another two Asian datasets, and S100P was most strongly upregulated in that subtype. CONCLUSION: We identified a promising prognostic biomolecule, S100P, associated with early recurrence after HCC resection, and established the genomolecular architecture of tumors affecting clinical outcomes, particularly in Asian patients. These new insights into molecular mediators should contribute to effective care for affected patients.


Subject(s)
Calcium-Binding Proteins/genetics , Carcinoma, Hepatocellular , Liver Neoplasms , Neoplasm Proteins/genetics , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/surgery , Hepatectomy , Humans , Liver Neoplasms/genetics , Liver Neoplasms/surgery , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/surgery , Prognosis
9.
Liver Int ; 41(10): 2499-2510, 2021 10.
Article in English | MEDLINE | ID: mdl-34036718

ABSTRACT

BACKGROUND AND AIMS: Chromophobe hepatocellular carcinoma (HCC) is a newly included subtype of HCC in the 5th edition of the WHO classification with distinctive histological features (chromophobic cytoplasm with anaplastic nuclei and pseudocyst formation) and is strongly associated with the alternative lengthening of telomeres (ALT) phenotype. However, the clinicopathologic characterization and molecular features of chromophobe HCC are unknown. METHODS: To comprehensively characterize chromophobe HCC, whole exome sequencing, copy number variation, and transcriptomic analyses were performed in 224 surgically resected HCC cases. Additionally, telomere-specific fluorescence in situ hybridization was used to assess ALT. These genomic profiles and ALT status were compared with clinicopathological features among subtypes of HCC, particularly chromophobe HCC and conventional HCC. RESULTS: Chromophobe HCC was observed in 10.3% (23/224) cases and, compared to conventional HCC, was more frequent in females (P = .023). The overall and recurrence-free survival outcomes were similar between patients with chromophobe HCC and conventional HCC. However, chromophobe HCC displayed significantly more upregulated genes involving cell cycle progression and DNA repair. Additionally, ALT was significantly enriched in chromophobe HCC (87%; 20/23) compared to conventional HCC (2.2%, 4/178; P < .001). Somatic mutations in ALT-associated genes, including ATRX, SMARCAL1, FANCG, FANCM, SP100, TSPYL5, and RAD52 were more frequent in chromophobe HCC (30.4%, 7/23 cases) compared to conventional HCC (11.8%, 21/178 cases; P = .024). CONCLUSIONS: Chromophobe HCC is a unique subtype of HCC with a prevalence of ~10%. Compared to conventional HCC, chromophobe HCC is associated with female predominance and ALT, although overall and recurrence-free outcomes are similar to conventional HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/genetics , DNA Copy Number Variations , DNA Helicases/genetics , Female , Humans , In Situ Hybridization, Fluorescence , Liver Neoplasms/genetics , Neoplasm Recurrence, Local , Nuclear Proteins/genetics , Telomere , Telomere Homeostasis , X-linked Nuclear Protein/genetics
10.
Liver Int ; 41(6): 1398-1408, 2021 06.
Article in English | MEDLINE | ID: mdl-33548073

ABSTRACT

BACKGROUND & AIMS: The optimal systemic chemotherapy for combined hepatocellular-cholangiocarcinoma (cHCC-CCA) has not yet been defined. The definition and classification of cHCC-CCA has changed recently in the 5th edition of WHO classification. We reviewed the pathological findings with the new classification and analysed the efficacy of systemic chemotherapy in patients with unresectable/metastatic cHCC-CCA. METHODS: Among 254 patients with histologically confirmed cHCC-CCA from 1999 to 2015 in Asan Medical Center, Seoul, Korea, 99 patients who received systemic chemotherapy for unresectable/metastatic disease were included. Overall response rate (ORR), progression-free survival (PFS) and overall survival (OS) were retrospectively evaluated. RESULTS: Sorafenib (n = 62) and cytotoxic chemotherapy (n = 37) were administered as first-line chemotherapies; the ORR was 14.1%, and the median PFS and OS were 3.8 and 10.6 months, respectively, with a median follow-up duration of 39.6 months. The efficacy outcomes were not significantly different between patients who received sorafenib and those who received cytotoxic chemotherapy (ORR, 9.7% vs 21.6%, P = .14; median PFS, 4.2 vs 2.9 months, P = .52; median OS, 10.7 vs 10.6 months, P = .34). In multivariate analysis, large intrahepatic tumour burden (≥30% of liver volume), elevated serum bilirubin and non-platinum containing first-line chemotherapy remained as significant prognostic factors for poorer OS. CONCLUSIONS: The efficacy outcomes according to first-line treatment were not significantly different between sorafenib and cytotoxic chemotherapy, and pathological findings were not found to help for determining appropriate therapeutic agent or assessing the prognosis. To overcome the poor treatment outcomes, further studies are needed to find proper treatment targets, biomarkers and the best treatment strategies.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Liver Neoplasms , Bile Duct Neoplasms/drug therapy , Bile Ducts, Intrahepatic , Carcinoma, Hepatocellular/drug therapy , Cholangiocarcinoma/drug therapy , Humans , Liver Neoplasms/drug therapy , Republic of Korea , Retrospective Studies , Seoul
11.
Radiology ; 296(2): 335-345, 2020 08.
Article in English | MEDLINE | ID: mdl-32484414

ABSTRACT

Background Hepatobiliary phase (HBP) hypointense nodules without arterial phase hyperenhancement (APHE) at gadoxetic acid-enhanced MRI may indicate hepatocellular carcinoma (HCC) or nonmalignant cirrhosis-associated nodules. Purpose To assess the distribution of pathologic diagnoses of HBP hypointense nodules without APHE at gadoxetic acid-enhanced MRI and to evaluate clinical and imaging features in differentiating their histologic grades. Materials and Methods This retrospective multicenter study included pathologic analysis-confirmed HBP hypointense nodules without APHE (≤30 mm) in patients with chronic liver disease or cirrhosis screened between January 2008 and June 2016. Central pathologic review by 10 pathologists determined final histologic grades as progressed HCC, early HCC, high-grade dysplastic nodule (DN), and low-grade DN or regenerative nodule. Gadoxetic acid-enhanced MRI features were analyzed by three radiologists. Multivariable logistic regression analyses with elastic net regularization were performed to identify clinical and imaging features for differentiating histologic grades. Results There were 298 patients (mean age, 59 years ± 10; 226 men) with 334 nodules evaluated, and progressed HCCs were diagnosed in 44.0% (147 of 334), early HCCs in 20.4% (68 of 334), high-grade DNs in 27.5% (92 of 334), and low-grade DNs or regenerative nodules in 8.1% (27 of 334). Serum α-fetoprotein level 100 ng/mL or greater (odds ratio, 2.7; P = .01) and MRI features including well-defined margin (odds ratio, 5.5; P = .003), hypointensity at precontrast T1-weighted imaging (odds ratio, 3.2; P < .001), intermediate hyperintensity at T2-weighted imaging (odds ratio, 3.4; P < .001), and restricted diffusion (odds ratio, 1.9; P = .04) were independent predictors for progressed HCC at multivariable analysis. Conclusion In patients at high risk for hepatocellular carcinoma (HCC), hepatobiliary phase hypointense nodules without arterial phase hyperenhancement at gadoxetic acid-enhanced MRI corresponded mainly to progressed HCCs, early HCCs, and high-grade dysplastic nodules. High α-fetoprotein level and some imaging features at MRI helped to differentiate progressed HCC from lower grade nodules. © RSNA, 2020 Online supplemental material is available for this article. See also the editorial by Motosugi in this issue.


Subject(s)
Contrast Media/chemistry , Gadolinium DTPA/chemistry , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Magnetic Resonance Imaging/methods , Aged , Contrast Media/therapeutic use , Female , Gadolinium DTPA/therapeutic use , Humans , Image Interpretation, Computer-Assisted , Liver/chemistry , Liver/diagnostic imaging , Liver/pathology , Liver Neoplasms/chemistry , Male , Middle Aged , Retrospective Studies
12.
Liver Transpl ; 26(3): 359-369, 2020 03.
Article in English | MEDLINE | ID: mdl-31756026

ABSTRACT

We aimed to determine the identities in explants of indeterminate hepatic nodules (IDNs) that had been scanned by dynamic magnetic resonance imaging (MRI) to establish clinicoradiological parameters predicting which IDNs were hepatocellular carcinomas (HCCs). This study included 88 patients with cirrhosis who underwent gadoxetic acid-enhanced MRI in pre-liver transplantation (LT) workup followed within 90 days by primary LT. The MRI detected 168 hepatic nodules that were classified into 6 benign tumors, 49 HCCs, and 113 IDNs, in 5, 34, and 72 patients, respectively. We compared these pre-LT radiologic diagnoses and stagings with explant pathology on a per-lesion basis to enable us to identify features of IDNs related to malignancy. Of the 168 nodules seen on MRI, 119 that were classified radiologically as consisting of 1 benign nodule (33.3%), 46 HCCs (93.9%), and 72 IDNs (63.7%) all turned out to be pathological HCCs. Of 32 patients inside Milan and 54 without HCC staged by MRI, 11 progressed beyond the criteria after LT. High serum alpha-fetoprotein level (≥20 ng/mL) was the only per-patient factor significantly associated with malignant IDNs. Per-tumor analysis of the MRI signals revealed that arterial hyperintensity, hepatobiliary hypointensity, T2 -weighted mild-to-moderate intensity, and restricted diffusion-weighted images were significantly correlated with malignant IDN. A model combining these 4 MRI factors with alpha-fetoprotein level had the best performance in predicting the identification of IDNs as HCCs in explanted livers. Over 60% of the IDNs seen on dynamic images of cirrhotic livers proved to be HCCs when explanted livers were examined. It may therefore be possible to identify HCCs with reasonable accuracy by means of their hepatocyte-specific MRI features when patients are being assessed for LT.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Liver Transplantation , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/surgery , Contrast Media , Gadolinium DTPA , Hepatocytes , Humans , Liver Cirrhosis/diagnostic imaging , Liver Cirrhosis/surgery , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/surgery , Liver Transplantation/adverse effects , Magnetic Resonance Imaging , Retrospective Studies , Sensitivity and Specificity
13.
J Hepatol ; 71(1): 91-103, 2019 07.
Article in English | MEDLINE | ID: mdl-30930222

ABSTRACT

BACKGROUND & AIMS: The immunogenomic characteristics of hepatocellular carcinomas (HCCs) with immune cell stroma (HCC-IS), defined histologically, have not been clarified. We investigated the clinical and molecular features of HCC-IS and the prognostic impact of Epstein-Barr virus (EBV) infection. METHODS: We evaluated 219 patients with conventional HCC (C-HCC) and 47 with HCC-IS using in situ hybridization for EBV, immunohistochemistry, multiplex immunofluorescence staining, and whole exome and transcriptome sequencing. Human leukocyte antigen types were also extracted from the sequencing data. Genomic and prognostic parameters were compared between HCC-IS and C-HCC. RESULTS: CD8 T cell infiltration was more frequent in HCC-IS than C-HCC (mean fraction/sample, 22.6% vs. 8.9%, false discovery rate q <0.001), as was EBV positivity in CD20-positive tumor-infiltrating lymphocytes (TILs) (74.5% vs. 4.6%, p <0.001). CTNNB1 mutations were not identified in any HCC-IS, while they were present in 24.1% of C-HCC (p = 0.016). Inhibitory and stimulatory immune modulators were expressed at similar levels in HCC-IS and EBV-positive C-HCC. Global hypermethylation, and expression of PD-1 and PD-L1 in TILs, and PD-L1 in tumors, were also associated with HCC-IS (p <0.001), whereas human leukocyte antigen type did not differ according to HCC type or EBV positivity. HCC-IS was an independent factor for favorable recurrence-free survival (adjusted hazard ratio [aHR] 0.23; p = 0.002). However, a subgroup of tumors with a high density of EBV-positive TILs had poorer recurrence-free (aHR 25.48; p <0.001) and overall (aHR 9.6; p = 0.003) survival, and significant enrichment of CD8 T cell exhaustion signatures (q = 0.0296). CONCLUSIONS: HCC-IS is a distinct HCC subtype associated with a good prognosis and frequent EBV-positive TILs. However, paradoxically, a high density of EBV-positive TILs in tumors is associated with inferior prognostic outcomes. Patients with HCC-IS could be candidates for immunotherapy. LAY SUMMARY: Hepatocellular carcinomas with histologic evidence of abundant immune cell infiltration are characterized by frequent activation of Epstein-Barr virus in tumor-infiltrating lymphocytes and less aggressive clinical behavior. However, a high density of Epstein-Barr virus-positive tumor-infiltrating lymphocytes is associated with inferior prognostic outcomes, possibly as a result of immune escape due to significant CD8 T cell exhaustion.


Subject(s)
Carcinoma, Hepatocellular , Herpesvirus 4, Human , Liver Neoplasms , Lymphocytes, Tumor-Infiltrating , Antigens, CD20/analysis , CD8-Positive T-Lymphocytes/immunology , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/virology , Epstein-Barr Virus Infections/diagnosis , Female , Herpesvirus 4, Human/immunology , Herpesvirus 4, Human/isolation & purification , Humans , Immunohistochemistry , In Situ Hybridization , Liver Neoplasms/immunology , Liver Neoplasms/pathology , Liver Neoplasms/virology , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/virology , Male , Middle Aged , Prognosis , Exome Sequencing/methods
14.
Gastroenterology ; 155(6): 1936-1950.e17, 2018 12.
Article in English | MEDLINE | ID: mdl-30145359

ABSTRACT

BACKGROUND & AIMS: T-cell exhaustion, or an impaired capacity to secrete cytokines and proliferate with overexpression of immune checkpoint receptors, occurs during chronic viral infections but has also been observed in tumors, including hepatocellular carcinomas (HCCs). We investigated features of exhaustion in CD8+ T cells isolated from HCC specimens. METHODS: We obtained HCC specimens, along with adjacent nontumor tissues and blood samples, from 90 patients who underwent surgical resection at Asan Medical Center (Seoul, Korea) from April 2016 through April 2018. Intrahepatic lymphocytes and tumor-infiltrating T cells were analyzed by flow cytometry. Tumor-infiltrating CD8+ T cells were sorted by flow cytometry into populations based on expression level of programmed cell death 1 (PDCD1 or PD1): PD1-high, PD1-intermediate, and PD1-negative. Sorted cells were analyzed by RNA sequencing. Proliferation and production of interferon gamma (IFNG) and tumor necrosis factor (TNF) by CD8+ T cells were measured in response to anti-CD3 and antibodies against immune checkpoint receptors including PD1, hepatitis A virus cellular receptor 2 (HAVCR2 or TIM3), lymphocyte activating 3 (LAG3), or isotype control. Tumor-associated antigen-specific CD8+ T cells were identified using HLA-A*0201 dextramers. PDL1 expression on tumor tissue was assessed by immunohistochemistry. RESULTS: PD1-high, PD1-intermediate, and PD1-negative CD8+ T cells from HCCs had distinct gene expression profiles. PD1-high cells expressed higher levels of genes that regulate T-cell exhaustion than PD1-intermediate cells. PD1-high cells expressed TIM3 and LAG3, and low proportions of TCF1+, TBEThigh/eomesoderminlow, and CD127+. PD1-high cells produced the lowest amounts of IFNG and TNF upon anti-CD3 stimulation. Differences in the PD1 expression patterns of CD8+ T cells led to the identification of 2 subgroups of HCCs: HCCs with a discrete population of PD1-high cells were more aggressive than HCCs without a discrete population of PD1-high cells. HCCs with a discrete population of PD1-high cells had higher levels of predictive biomarkers of response to anti-PD1 therapy. Incubation of CD8+ T cells from HCCs with a discrete population of PD1-high cells with antibodies against PD1 and TIM3 or LAG3 further restored proliferation and production of IFNG and TNF in response to anti-CD3. CONCLUSIONS: We found HCC specimens to contain CD8+ T cells that express different levels of PD1. HCCs with a discrete population of PD1-high CD8+ T cells express TIM3 and/or LAG3 and produce low levels of IFNG and TNF in response to anti-CD3. Incubation of these cells with antibodies against PD1 and TIM3 or LAG3 further restore proliferation and production of cytokines; HCCs with a discrete population of PD1-high CD8+ T cells might be more susceptible to combined immune checkpoint blockade-based therapies.


Subject(s)
CD8-Positive T-Lymphocytes/metabolism , Carcinoma, Hepatocellular/metabolism , Liver Neoplasms/metabolism , Lymphocytes, Tumor-Infiltrating/metabolism , Programmed Cell Death 1 Receptor/metabolism , Antigens, CD/metabolism , CD3 Complex/immunology , CD3 Complex/metabolism , CD8-Positive T-Lymphocytes/immunology , Carcinoma, Hepatocellular/immunology , Hepatitis A Virus Cellular Receptor 2/metabolism , Humans , Interferon-gamma/metabolism , Liver Neoplasms/immunology , Lymphocytes, Tumor-Infiltrating/immunology , Programmed Cell Death 1 Receptor/immunology , Tumor Necrosis Factor-alpha/metabolism , Lymphocyte Activation Gene 3 Protein
15.
Gastric Cancer ; 21(6): 925-935, 2018 11.
Article in English | MEDLINE | ID: mdl-29627937

ABSTRACT

BACKGROUND: Gastric cancer with lymphoid stroma (GCLS) is pathologically characterized by poorly developed tubular structures with a prominent lymphocytic infiltration. Its clinical and prognostic features differ in patients positive and negative for Epstein-Barr virus (EBV) infection. This study analyzed the expression of programmed cell death-1 (PD-1), programmed cell death ligand-1 (PD-L1), and the density of tumor-infiltrating lymphocytes (TILs) including CD3+ and CD8+ T cells, as well as their prognostic significance in patients with GCLS. METHODS: The study included 58 patients with GCLS (29 EBV+ and 29 EBV-) who underwent curative resection. Expression of CD3, CD8, PD-1, and PD-L1 in tumor cells and TILs was analyzed using a quantitative multispectral imaging system (Opal™), with these results validated by immuno-histochemical assays for PD-L1 on whole slide sections. RESULTS: The proportion of tumors overexpressing PD-L1 (31.0 vs. 0%, P = 0.002), TIL density (4548 vs. 2631/mm2, P < 0.001), and intra-tumoral CD8+ T-cell density (2650 vs. 1060/mm2, P < 0.001) were significantly higher in EBV+ than in EBV- GCLS. In addition, CD8+/CD3+ T-cell ratio was higher in EBV+ than in EBV- GCLS (55.3 vs. 35.8%, P < 0.001). Lower TIL density, defined as < 1350/mm2, was a significant negative factor of survival. CONCLUSIONS: Despite histopathological similarity, quantitative multispectral imaging revealed differences in the tumor immune micro-environment between EBV+ and EBV- GCLS, indicating that the underlying pathogenesis differs in these two disease entities. TIL density may be a prognostic marker in patients with GCLS.


Subject(s)
Epstein-Barr Virus Infections/pathology , Lymphoid Tissue/pathology , Stomach Neoplasms/immunology , Stomach Neoplasms/mortality , Stomach Neoplasms/virology , Adult , Aged , B7-H1 Antigen/metabolism , Biomarkers, Tumor/immunology , Biomarkers, Tumor/metabolism , CD3 Complex/metabolism , CD8-Positive T-Lymphocytes/pathology , Epstein-Barr Virus Infections/immunology , Epstein-Barr Virus Infections/virology , Female , Herpesvirus 4, Human/pathogenicity , Humans , Lymphocytes, Tumor-Infiltrating/pathology , Male , Middle Aged , Prognosis , Programmed Cell Death 1 Receptor/metabolism , Retrospective Studies , Stomach Neoplasms/surgery , Survival Analysis , Tumor Microenvironment/immunology
16.
J Gastroenterol Hepatol ; 33(6): 1213-1219, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29193280

ABSTRACT

BACKGROUND AND AIM: Preoperative chemoradiotherapy (CRT) followed by esophagectomy is a well-known treatment modality for patients with locally advanced esophageal cancer (EC). This study developed an algorithm to predict pathological complete response (CR) in these patients using post-CRT endoscopic category with biopsy and validated the proposed algorithm. METHODS: A retrospective review of 141 consecutive patients who completed preoperative CRT and underwent surgical resection for locally advanced EC was performed. The post-CRT endoscopic findings of each patient were stratified into five categories. RESULTS: The distribution of post-CRT endoscopic categories was significantly different between the pathological CR and non-pathological CR groups (P < 0.001). About 76.8% (73/95) of patients in category 0, 1, or 2 achieved pathological CR. In contrast, 91.3% (42/46) of endoscopic categories 3 and 4 patients did not achieve pathological CR. Sensitivity of post-CRT biopsy was 11.1%. Therefore, an algorithm combining biopsy results and dichotomized post-CRT endoscopic category (category 0, 1, or 2 vs category 3 or 4) was developed. The sensitivity, specificity, and accuracy in predicting pathological CR by the proposed algorithm were 64.8%, 95.9%, and 82.8%, respectively. In the multivariate analysis, the proposed algorithm remained a significant negative factor of survival (P < 0.001). CONCLUSIONS: Algorithm using post-CRT endoscopic category with biopsy may help identify locally advanced EC patients who achieved pathological CR after preoperative CRT. Modalities to accurately detect subepithelial remnant EC may further aid in predicting pathological CR.


Subject(s)
Chemoradiotherapy, Adjuvant , Esophageal Neoplasms/therapy , Esophagectomy , Esophagoscopy , Preoperative Care , Algorithms , Biopsy , Combined Modality Therapy , Esophageal Neoplasms/pathology , Female , Forecasting , Humans , Male , Middle Aged , Multivariate Analysis , Retrospective Studies
17.
J Magn Reson Imaging ; 46(1): 267-280, 2017 07.
Article in English | MEDLINE | ID: mdl-27875000

ABSTRACT

PURPOSE: To evaluate gadoxetic acid-enhanced magnetic resonance imaging (MRI) findings of combined hepatocellular cholangiocarcinoma (cHCC-CC) with special emphasis on correlation of MRI findings with histopathologic tumor characteristics and survival outcomes after curative surgery. MATERIALS AND METHODS: Our Institutional Review Board approved this study, with a waiver of informed consent. For 82 patients (64 men, 18 women; mean age, 54.0 years; age range, 30-81) with surgically confirmed cHCC-CCs, we evaluated clinical features, histologic findings, and tumor morphologic and enhancement features on gadoxetic acid-enhanced liver MRI at 1.5T (n = 67) or 3.0T (n = 15). Imaging features of cHCC-CCs were correlated with pathologic findings according to the 2010 World Health Organization classification system. Tumors were categorized as hypervascular or nonhypervascular based on arterial phase enhancement and were compared with respect to overall and recurrence-free survival after curative-intent surgery. RESULTS: Of the 82 lesions, 48 showing global arterial phase enhancement were categorized as the hypervascular group, while 34 lesions demonstrating rim, peripheral, or isoenhancement were categorized as the nonhypervascular group. There was no significant difference in MRI findings between pathologic tumor types (classical type versus stem cell feature type, P = 0.324-1.0). Compared with the nonhypervascular group, the hypervascular group had a larger HCC component (P = 0.014), smaller CC component (P = 0.001), and lesser amount of fibrotic stroma (P = 0.006) on pathologic analysis and was an independent factor associated with better overall survival after surgical resection (P = 0.033). CONCLUSION: Gadoxetic acid-enhanced MRI findings of cHCC-CCs were diverse, reflecting heterogeneous histologic features. The hypervascular group on MRI is associated with a larger HCC component, smaller CC component, less fibrotic stroma, and better overall survival after curative surgery than the nonhypervascular group. LEVEL OF EVIDENCE: 4 J. MAGN. RESON. IMAGING 2017;46:267-280.


Subject(s)
Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/mortality , Cholangiocarcinoma/diagnostic imaging , Cholangiocarcinoma/mortality , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/mortality , Neoplasm Recurrence, Local/mortality , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/pathology , Cholangiocarcinoma/pathology , Contrast Media , Female , Gadolinium DTPA , Humans , Liver Neoplasms/pathology , Magnetic Resonance Imaging/statistics & numerical data , Male , Middle Aged , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasms, Multiple Primary/diagnostic imaging , Neoplasms, Multiple Primary/mortality , Neoplasms, Multiple Primary/pathology , Prevalence , Prognosis , Republic of Korea/epidemiology , Risk Factors , Statistics as Topic , Survival Rate
18.
Gastric Cancer ; 20(5): 793-801, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28205059

ABSTRACT

BACKGROUND: Gastric carcinoma with lymphoid stroma (GCLS) is characterized by undifferentiated carcinoma mixed with prominent lymphoid infiltration. GCLS has unique clinicopathological features and a better prognosis compared to other types of gastric cancer. We analyzed the clinicopathological features of early GCLS in relation to lymph node metastasis (LNM). METHODS: We performed a retrospective analysis of 241 patients diagnosed with GCLS confined to the mucosa or the submucosa between March 1998 and December 2015. Their data were compared with those from 1219 patients who underwent resection for differentiated early gastric cancer (EGC). RESULTS: Of the 241 patients analyzed, 33 (13.7%) had intramucosal cancers and 208 (86.3%) had cancers that penetrated the submucosa. Compared to differentiated EGC, early GCLS was more prevalent in younger individuals and in men, tended to be proximally located, was highly associated with Epstein-Barr virus (EBV) infection (89.2%), and had a lower risk of LNM. The 5-year disease-specific survival rate of patients with early GCLS was 98.3% but depended significantly on LNM status (p < 0.001) and EBV infection status (p = 0.039). The risk of LNM from mucosal GCLS and submucosal GCLS was 0% [95% confidence interval (CI) 0-9.1] and 10% (95% CI 6.8-15.2), respectively. On multivariate analysis, LNM was found to be associated with tumor size (p = 0.022) and lymphovascular invasion (p = 0.002) in addition to tumor depth. CONCLUSIONS: Early GCLS has distinct clinicopathological features depending on age, sex, tumor location, EBV infection status, and LNM status. Tailored therapies, including endoscopic treatment, are needed based on the distinct clinicopathological features of early GCLS.


Subject(s)
Carcinoma/pathology , Epstein-Barr Virus Infections/complications , Gastric Mucosa/pathology , Stomach Neoplasms/pathology , Adult , Age Factors , Aged , Aged, 80 and over , Female , Humans , Lymphatic Metastasis , Male , Middle Aged , Multivariate Analysis , Prognosis , Retrospective Studies , Risk Factors , Survival Rate
19.
Twin Res Hum Genet ; 20(3): 236-241, 2017 06.
Article in English | MEDLINE | ID: mdl-28390446

ABSTRACT

An accessory navicular bone (AN) is the most common accessory ossicle in the foot. The presence of an AN bone can trigger various foot problems, such as posterior tibial tendon pathology, flattening of the medial longitudinal arch, and medial foot pain. Despite the clinical influence of presence of an AN in foot disease, the research regarding its inheritance is still insufficient. A total of 135 pairs of monozygotic (MZ) twins, 25 pairs of dizygotic (DZ) twins, and 676 singletons from families were enrolled in order to estimate genetic influences on AN. After confirmation of zygosity and family relationship with a tandem repeat marker kit and questionnaires, the presence and type of the AN was classified through bilateral feet radiographic examination. The heritability of an AN was estimated using quantitative genetic analysis based on a variance decomposition model considering various types of family relationships: father-offspring pair, mother-offspring pair, and pooled DZ twin and sibling pairs. As a result, approximately 40.96% of the participants in this study had an AN in either foot, with type II being the most common type. The heritability for the presence of any type of an AN in any foot was estimated as 0.88 (95% CI [0.82, 0.94]) after adjusting for age and sex. Specifically, type II AN showed the highest heritability of 0.82 (95% CI [0.71-0.93]). The high heritability of an AN found in this large twin and family study suggests that an AN is determined by the substantial influence of genetic factor.


Subject(s)
Diseases in Twins/genetics , Foot Diseases/genetics , Posterior Tibial Tendon Dysfunction/genetics , Tarsal Bones/abnormalities , Adult , Diseases in Twins/diagnostic imaging , Diseases in Twins/physiopathology , Female , Foot Diseases/diagnostic imaging , Foot Diseases/physiopathology , Humans , Male , Middle Aged , Posterior Tibial Tendon Dysfunction/diagnostic imaging , Posterior Tibial Tendon Dysfunction/physiopathology , Republic of Korea , Tarsal Bones/diagnostic imaging , Tarsal Bones/physiopathology , Twins, Dizygotic/genetics , Twins, Monozygotic/genetics
20.
Ann Surg Oncol ; 23(11): 3684-3692, 2016 10.
Article in English | MEDLINE | ID: mdl-27221363

ABSTRACT

BACKGROUND: Epstein-Barr virus-positive gastric carcinoma (EBVGC) constitutes approximately 10 % of all gastric carcinoma cases. While distinct molecular features have been characterized previously, there have not been studies identifying their clinical utility. The purpose of this study was to investigate the immunohistochemistry (IHC) profile of EBVGC and to evaluate the potential clinicopathologic and prognostic significance of each marker. METHODS: Clinicopathologic characteristics of 234 patients (203 males and 31 females) who underwent curative gastrectomy for EBVGCs from 1998 to 2013 at Asan Medical Center, were reviewed, and IHC for ARID1A, PTEN, PD-L1, p53, p16(INK4a), MLH1, and MSH2 were performed on tissue microarrays. These markers along with several tumor characteristics, e.g., lymphovascular invasion and the extent of differentiation, were analyzed for significant associations as well as any prognostic significance by multivariate analysis. RESULTS: In multivariate analysis, PTEN loss was as an independent factor associated with poor prognosis (p = 0.011). Furthermore, PTEN loss was an independent risk factor for nodal metastasis (p = 0.038). No other biomarkers, ARID1A, PD-L1, p53, p16(INK4a), MLH1, or MSH2, demonstrated significant prognostic value. CONCLUSIONS: PTEN loss in EBVGC is a poor prognostic factor associated with mortality and nodal metastasis in EBVGCs. Evaluation of PTEN expression may be helpful to determine the most appropriate treatment strategy, especially for endoscopically resected EBVGCs.


Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma/metabolism , PTEN Phosphohydrolase/metabolism , Stomach Neoplasms/metabolism , Adult , Aged , B7-H1 Antigen/metabolism , Carcinoma/surgery , Carcinoma/virology , Cyclin-Dependent Kinase Inhibitor p16/metabolism , DNA-Binding Proteins , Female , Gastrectomy , Herpesvirus 4, Human , Humans , Lymphatic Metastasis , Male , Middle Aged , MutL Protein Homolog 1/metabolism , MutS Homolog 2 Protein/metabolism , Neoplasm Invasiveness , Nuclear Proteins/metabolism , Prognosis , Retrospective Studies , Risk Factors , Stomach Neoplasms/surgery , Stomach Neoplasms/virology , Survival Rate , Tissue Array Analysis , Transcription Factors/metabolism , Tumor Burden , Tumor Suppressor Protein p53/metabolism
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