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Cao B, Hu J, Li H, Liu X, Rong C, Li S, He X, Zheng X, Liu K, Wang C, Guo W, Wu X. Preoperative prediction of the Lauren classification in gastric cancer using automated nnU-Net and radiomics: a multicenter study. Insights Imaging 2025; 16:48. [PMID: 40000513 PMCID: PMC11861772 DOI: 10.1186/s13244-025-01923-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Accepted: 02/03/2025] [Indexed: 02/27/2025] Open
Abstract
OBJECTIVES To develop and validate a deep learning model based on nnU-Net combined with radiomics to achieve autosegmentation of gastric cancer (GC) and preoperative prediction via the Lauren classification. METHODS Patients with a pathological diagnosis of GC were retrospectively enrolled in three medical centers. The nnU-Net autosegmentation model was developed using manually segmented datasets and evaluated by the Dice similarity coefficient (DSC). The CT images were processed by the nnU-Net model to obtain autosegmentation results and extract radiomic features. The least absolute shrinkage and selection operator (LASSO) method selects optimal features for calculating the Radscore and constructing a radiomic model. Clinical characteristics and the Radscore were integrated to construct a combined model. Model performance was evaluated via the receiver operating characteristic (ROC) curve. RESULTS A total of 433 GC patients were divided into the training set, internal validation set, external test set-1, and external test set-2. The nnU-Net model achieved a DSC of 0.79 in the test set. The areas under the curve (AUCs) of the internal validation set, external test set-1, and external test set-2 were 0.84, 0.83, and 0.81, respectively, for the radiomic model; and 0.81, 0.81, and 0.82, respectively, for the combined model. The AUCs of the radiomic and combined models showed no statistically significant difference (p > 0.05). The radiomic model was selected as the optimal model. CONCLUSIONS The nnU-Net model can efficiently and accurately achieve automatic segmentation of GCs. The radiomic model can preoperatively predict the Lauren classification of GC with high accuracy. CRITICAL RELEVANCE STATEMENT This study highlights the potential of nnU-Net combined with radiomics to noninvasively predict the Lauren classification in gastric cancer patients, enhancing personalized treatment strategies and improving patient management. KEY POINTS The Lauren classification influences gastric cancer treatment and prognosis. The nnU-Net model reduces doctors' manual segmentation errors and workload. Radiomics models aid in preoperative Lauren classification prediction for patients with gastric cancer.
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Affiliation(s)
- Bo Cao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
- Department of Radiology, The Second Affiliated Hospital of Nanjing Medical University, 210011, Nanjing, People's Republic of China
| | - Jun Hu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
- Department of Radiology, Anhui Provincial Children's Hospital, Children's Hospital of Fudan University Anhui Hospital, 230051, Hefei, People's Republic of China
| | - Haige Li
- Department of Radiology, The Second Affiliated Hospital of Nanjing Medical University, 210011, Nanjing, People's Republic of China
| | - Xuebing Liu
- Department of Radiology, The Second Affiliated Hospital of Nanjing Medical University, 210011, Nanjing, People's Republic of China
| | - Chang Rong
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
| | - Shuai Li
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
| | - Xue He
- Department of Pathology, The Second Affiliated Hospital of Nanjing Medical University, 210011, Nanjing, People's Republic of China
| | - Xiaomin Zheng
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
| | - Kaicai Liu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
| | - Chuanbin Wang
- Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, 230031, Hefei, People's Republic of China
| | - Wei Guo
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China
| | - Xingwang Wu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 230022, Hefei, People's Republic of China.
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Ma C, Gao L, Song K, Gu B, Wang B, Pu W, Chen H. Exploring the therapeutic potential of diterpenes in gastric cancer: Mechanisms, efficacy, and clinical prospects. BIOMOLECULES & BIOMEDICINE 2024; 25:1-15. [PMID: 39151097 PMCID: PMC11647260 DOI: 10.17305/bb.2024.10887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 08/13/2024] [Accepted: 08/13/2024] [Indexed: 08/18/2024]
Abstract
Gastric cancer (GC) remains a significant global health challenge, particularly prevalent in East Asia. Despite advancements in various treatment modalities, the prognosis for patients, especially those in advanced stages, remains poor, highlighting the need for innovative therapeutic approaches. This review explores the promising potential of diterpenes, naturally occurring compounds with robust anticancer properties, derived from diverse sources such as plants, marine organisms, and fungi. Diterpenes have shown the ability to influence reactive oxygen species (ROS) generation, ferroptosis, and autophagy, positioning them as attractive candidates for novel cancer therapies. This review explores the mechanisms of action of diterpenes and their clinical implications for the treatment of GC. Additionally, it addresses the challenges in translating these compounds from preclinical studies to clinical applications, emphasizing the need for further research to enhance their therapeutic profiles and minimize potential side effects. The discussion underscores the importance of diterpenes in future anticancer strategies, particularly in the fight against gastric cancer.
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Affiliation(s)
- Chenhui Ma
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Lei Gao
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Kewei Song
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Baohong Gu
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Bofang Wang
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Weigao Pu
- The Second Clinical Medical College, Lanzhou University, Lanzhou, China
| | - Hao Chen
- Gansu Provincial Key Laboratory of Environmental Oncology, Lanzhou, China
- Department of Tumor Surgery, Lanzhou University Second Hospital, Lanzhou, China
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3
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Shi D, Yang Z, Cai Y, Li H, Lin L, Wu D, Zhang S, Guo Q. Research advances in the molecular classification of gastric cancer. Cell Oncol (Dordr) 2024; 47:1523-1536. [PMID: 38717722 PMCID: PMC11466988 DOI: 10.1007/s13402-024-00951-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/13/2024] [Indexed: 06/27/2024] Open
Abstract
Gastric cancer (GC) is a malignant tumor with one of the lowest five-year survival rates. Traditional first-line treatment regimens, such as platinum drugs, have limited therapeutic efficacy in treating advanced GC and significant side effects, greatly reducing patient quality of life. In contrast, trastuzumab and other immune checkpoint inhibitors, such as nivolumab and pembrolizumab, have demonstrated consistent and reliable efficacy in treating GC. Here, we discuss the intrinsic characteristics of GC from a molecular perspective and provide a comprehensive review of classification and treatment advances in the disease. Finally, we suggest several strategies based on the intrinsic molecular characteristics of GC to aid in overcoming clinical challenges in the development of precision medicine and improve patient prognosis.
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Affiliation(s)
- Dike Shi
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Jiefang Road, Hangzhou, 310009, China
| | - Zihan Yang
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Yanna Cai
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Hongbo Li
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Lele Lin
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Jiefang Road, Hangzhou, 310009, China
| | - Dan Wu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Jiefang Road, Hangzhou, 310009, China
| | - Shengyu Zhang
- Department of Gastroenterology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
| | - Qingqu Guo
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Jiefang Road, Hangzhou, 310009, China.
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4
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Li ZF, Li Z, Zhang XJ, Sun CY, Fei H, Du CX, Guo CG, Zhao DB. Perioperative chemotherapy improves survival of patients with locally advanced diffuse gastric cancer. World J Gastrointest Surg 2024; 16:2878-2892. [PMID: 39351555 PMCID: PMC11438797 DOI: 10.4240/wjgs.v16.i9.2878] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/21/2024] [Accepted: 07/26/2024] [Indexed: 09/18/2024] Open
Abstract
BACKGROUND Whether patients with diffuse gastric cancer, which is insensitive to chemotherapy, can benefit from neoadjuvant or adjuvant chemotherapy has long been controversial. AIM To investigate whether perioperative chemotherapy can improve survival of patients with locally advanced diffuse gastric cancer. METHODS A total of 2684 patients with locally advanced diffuse gastric cancer from 18 population-based cancer registries in the United States were analyzed. RESULTS Compared with surgery alone, perioperative chemotherapy improved the prognosis of patients with locally advanced gastric cancer. Before stabilized inverse probability of treatment weighting (IPTW), the median overall survival (OS) times were 40.0 months and 13.0 months (P < 0.001), respectively. After IPTW, the median OS times were 33.0 months and 17.0 months (P < 0.001), respectively. Neoadjuvant chemotherapy did not improve the prognosis of patients with locally advanced gastric cancer compared with adjuvant chemotherapy after IPTW. After IPTW, the median OS times were 38.0 months in the neoadjuvant chemotherapy group and 42.0 months in the adjuvant chemotherapy group (P = 0.472). CONCLUSION Patients with diffuse gastric cancer can benefit from perioperative chemotherapy. There was no significant difference in survival between patients who received neoadjuvant chemotherapy and those who received adjuvant chemotherapy.
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Affiliation(s)
- Ze-Feng Li
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zheng Li
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xiao-Jie Zhang
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Chong-Yuan Sun
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - He Fei
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Chun-Xia Du
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Chun-Guang Guo
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Dong-Bing Zhao
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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Geerts JFM, van der Zijden CJ, van der Sluis PC, Spaander MCW, Nieuwenhuijzen GAP, Rosman C, van Laarhoven HWM, Verhoeven RHA, Wijnhoven BPL, Lagarde SM, Mostert B. Perioperative Chemotherapy for Gastro-Esophageal or Gastric Cancer: Anthracyclin Triplets versus FLOT. Cancers (Basel) 2024; 16:1291. [PMID: 38610969 PMCID: PMC11011191 DOI: 10.3390/cancers16071291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/18/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
Background: The FLOT4-AIO trial (2019) showed improved survival with perioperative fluorouracil, leucovorin, oxaliplatin, and docetaxel (FLOT) compared to anthracyclin triplets in gastric cancer treatment. It is unclear whether these results extend to real-world scenarios in the Netherlands. This study aimed to compare outcomes of perioperative FLOT to anthracyclin triplets in a real-world Dutch gastric cancer population. Methods: Patients diagnosed with resectable (cT2-4a/cTxN0-3/NxM0) gastric or gastro-esophageal junction carcinoma between 2015-2021 who received neoadjuvant FLOT or anthracyclin triplets were selected from the Netherlands Cancer Registry. The primary outcome was overall survival (OS), analyzed through multivariable Cox regression. Secondary outcomes included pathological complete response (pCR), neoadjuvant chemotherapy cycle completion, surgical resection rates, and adjuvant therapy. Results: Adjusted OS showed no significant survival benefit (HR = 0.88, 95% CI 0.77-1.01, p = 0.07), even though the median OS was numerically improved by 8 months with FLOT compared to anthracyclin triplets (48.1 vs. 39.9 months, p = 0.16). FLOT patients were more likely to undergo diagnostic staging laparoscopies (74.2% vs. 44.1%, p < 0.001), had higher rates of completing neoadjuvant chemotherapy (OR = 1.35, 95% CI 1.09-1.68, p = 0.007), receiving adjuvant therapy (OR = 1.34, 95% CI 1.08-1.66, p = 0.08), and achieving pCR (OR = 1.52, 95% CI 1.05-2.20, p = 0.03). No significant differences were observed in (radical) resection rates. Conclusion(s): Real-world data showed no significant OS improvement for FLOT-treated patients compared to anthracyclin triplets, despite more staging laparoscopies. However, FLOT patients demonstrated higher rates of neoadjuvant therapy completion, proceeding to adjuvant therapy, and increased pCR rates. Therefore, we recommend the continued use of neoadjuvant FLOT therapy in the current clinical setting.
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Affiliation(s)
- Julie F M Geerts
- Department of Surgery, Catharina Hospital, 5623 EJ Eindhoven, The Netherlands
- Department of Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
| | | | | | - Manon C W Spaander
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | | | - Camiel Rosman
- Department of Surgery, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
| | - Hanneke W M van Laarhoven
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, 1081 HV Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, 1105 AZ Amsterdam, The Netherlands
| | - Rob H A Verhoeven
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, 1081 HV Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, 1105 AZ Amsterdam, The Netherlands
- Department of Research & Development, Netherlands Comprehensive Cancer Organization (IKNL), 3511 LC Utrecht, The Netherlands
| | - Bas P L Wijnhoven
- Department of Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
| | - Sjoerd M Lagarde
- Department of Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
| | - Bianca Mostert
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
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Caspers IA, Slagter AE, Lind P, Sikorska K, Wiklund K, Pontén F, Nordsmark M, van de Velde CJH, Kranenbarg EMK, van Sandick JW, Jansen EPM, van Laarhoven HWM, Verheij M, van Grieken NCT, Cats A. The impact of sex on treatment and outcome in relation to histological subtype in patients with resectable gastric cancer: Results from the randomized CRITICS trial. J Surg Oncol 2024; 129:734-744. [PMID: 38073160 DOI: 10.1002/jso.27554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 10/09/2023] [Accepted: 11/27/2023] [Indexed: 02/17/2024]
Abstract
BACKGROUND AND OBJECTIVE This study aims to investigate the impact of sex on outcome measures stratified by histological subtype in patients with resectable gastric cancer (GC). METHODS A post-hoc analysis of the CRITICS-trial, in which patients with resectable GC were treated with perioperative therapy, was performed. Histopathological characteristics and survival were evaluated for males and females stratified for histological subtype (intestinal/diffuse). Additionally, therapy-related toxicity and compliance were compared. RESULTS Data from 781 patients (523 males) were available for analyses. Female sex was associated with a distal tumor localization in intestinal (p = 0.014) and diffuse tumors (p < 0.001), and younger age in diffuse GC (p = 0.035). In diffuse GC, tumor-positive resection margins were also more common in females than males (21% vs. 10%; p = 0.020), specifically at the duodenal margin. During preoperative chemotherapy, severe toxicity occurred in 327 (63%) males and 184 (71%) females (p = 0.015). Notwithstanding this, relative dose intensities were not significantly different between sexes. CONCLUSIONS Positive distal margin rates were higher in females with diffuse GC, predominantly at the duodenal site. Females also experience more toxicity, but this neither impacts dose intensities nor surgical resection rates. Clinicians should be aware of these different surgical outcomes when treating males and females with GC.
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Affiliation(s)
- Irene A Caspers
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Pathology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Astrid E Slagter
- Department of Radiation Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - Pehr Lind
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - Karolina Sikorska
- Department of Biometrics, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - Katja Wiklund
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - Fredrik Pontén
- Department of Immunology, Genetics and Pathology, Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
| | | | | | | | - Johanna W van Sandick
- Department of Surgery, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - Edwin P M Jansen
- Department of Radiation Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | | | - Marcel Verheij
- Department of Radiation Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nicole C T van Grieken
- Department of Pathology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Annemieke Cats
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, The Netherlands
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De Ruvo N, Fenocchi S, Veronesi L, Missori G, Ricciardolo AA, Rossi EG, Sorrentino L, Cautero N, Serra F, Gelmini R. Prognostic factors in gastric cancer patients: a 10-year mono-institutional experience. Front Surg 2024; 11:1321981. [PMID: 38362460 PMCID: PMC10867173 DOI: 10.3389/fsurg.2024.1321981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 01/11/2024] [Indexed: 02/17/2024] Open
Abstract
Introduction Gastric cancer (GC) is one of the main causes of death from cancer globally. Long-term survival, especially in Western countries, remains dismal, with no significant improvements in recent years. Therefore, precise identification of clinical and pathological risk factors is crucial for prognosis, as it allows a better selection of patients suitable for oncologically radical treatments and contributes to longer survivals. Methods We devised a retrospective observational longitudinal study over 10 years of experience with GC patients operated with curative intent. Results Several factors were thoroughly investigated in a multivariate analysis to look for significance as independent risk factors for disease-free survival. Our results showed that only BMI, pTNM, and lymph node ratio expressed hazard ratios with implications for survival in our series of patients. Discussion Although limited by the retrospective nature of the study, this is one of the few cancer reports from Northern Italy showing results over 10 years, which may in our view, have an impact on decision-making processes for multidisciplinary teams dedicated to the care of gastric cancer patients.
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Affiliation(s)
| | | | | | | | | | | | | | | | - F. Serra
- General, Oncological and Emergency Surgery Unit, Department of Surgery, AOU Policlinico di Modena, University of Modena and Reggio Emilia, Modena, Italy
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8
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Caspers IA, Biesma HD, Wiklund K, Pontén F, Lind P, Nordsmark M, Sikorska K, Meershoek-KleinKranenbarg E, Hartgrink HH, van de Velde CJH, van Sandick JW, Verheij M, Cats A, van Grieken NCT. Effect of preoperative chemotherapy on the histopathological classification of gastric cancer. Gastric Cancer 2024; 27:102-109. [PMID: 37947918 PMCID: PMC10761400 DOI: 10.1007/s10120-023-01442-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/12/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND In the era of individualized gastric cancer (GC) treatment, accurate determination of histological subtype becomes increasingly relevant. As yet, it is unclear whether preoperative chemotherapy may affect the histological subtype. The aim of this study was to assess concordance in histological subtype between pretreatment biopsies and surgical resection specimens before and after the introduction of perioperative treatment. METHODS Histological subtype was centrally determined in paired GC biopsies and surgical resection specimens of patients treated with either surgery alone (SA) in the Dutch D1/D2 study or with preoperative chemotherapy (CT) in the CRITICS trial. The histological subtype as determined in the resection specimen was considered the gold standard. Concordance rates and sensitivity and specificity of intestinal, diffuse, mixed, and "other" subtypes of GC were analyzed. RESULTS In total, 105 and 515 pairs of GC biopsies and resection specimens of patients treated in the SA and CT cohorts, respectively, were included. Overall concordance in the histological subtype was 72% in the SA and 74% in the CT cohort and substantially higher in the diffuse subtype (83% and 86%) compared to the intestinal (70% and 74%), mixed (21% and 33%) and "other" subtypes (54% and 54%). In the SA cohort, sensitivities and specificities were 0.88 and 0.71 in the intestinal, 0.67 and 0.93 in the diffuse, 0.20 and 0.98 in the mixed, and 0.50 and 0.93 in the "other" subtypes, respectively. CONCLUSION Our results suggest that accurate determination of histological subtype on gastric cancer biopsies is suboptimal but that the impact of preoperative chemotherapy on histological subtype is negligible.
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Affiliation(s)
- I A Caspers
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan 1117, 1081HV, Amsterdam, the Netherlands
| | - H D Biesma
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan 1117, 1081HV, Amsterdam, the Netherlands
| | - K Wiklund
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - F Pontén
- Department of Immunology, Genetics and Pathology, Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
| | - P Lind
- Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden
| | - M Nordsmark
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - K Sikorska
- Department of Biometrics, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | | | - H H Hartgrink
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - C J H van de Velde
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - J W van Sandick
- Department of Surgical Oncology, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - M Verheij
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Radiation Oncology, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - A Cats
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - N C T van Grieken
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, De Boelelaan 1117, 1081HV, Amsterdam, the Netherlands.
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9
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Wang K, Yu Y, Zhao J, Meng Q, Xu C, Ren J, Zhang Y, Wang Y, Wang G. A Retrospective Analysis of the Lauren Classification in the Choice of XELOX or SOX as an Adjuvant Chemotherapy for Gastric Cancer. Curr Gene Ther 2024; 24:147-158. [PMID: 37767800 DOI: 10.2174/0115665232247694230921060213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 08/20/2023] [Accepted: 08/20/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND We aim to retrospectively explore the guiding value of the Lauren classification for patients who have undergone D2 gastrectomy to choose oxaliplatin plus capecitabine (XELOX) or oxaliplatin plus S-1 (SOX) as a further systemic treatment after the operation. METHODS We collected data of 406 patients with stage III gastric cancer(GC)after radical D2 resection and regularly received XELOX or SOX adjuvant treatment after surgery and followed them for at least five years. According to the Lauren classification, we separated patients out into intestinal type (IT) GC together with non-intestinal type(NIT) GC. According to the chemotherapy regimen, we separated patients into the SOX group together with the XELOX group. RESULTS Among non-intestinal type patients, the 3-year DFS rates in the SOX group and the XELOX group were 72.5%, respectively; 54.5% (P=0.037); The 5-year OS rates were 66.8% and 51.8% respectively (P=0.038), both of which were statistically significant. CONCLUSION The patients of non-intestinal type GC may benefit from the SOX regimen. Differences were counted without being statistically significant with intestinal-type GC in the SOX or XELOX groups.
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Affiliation(s)
- Ke Wang
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
| | - Yuanyuan Yu
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
| | - Jian Zhao
- Department of Digestive, Shanxi Province Cancer Hospital/ Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, China
| | - Qianhao Meng
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
| | - Chang Xu
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
| | - Jing Ren
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
| | - Yanqiao Zhang
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
| | - Yusheng Wang
- Department of Digestive, Shanxi Province Cancer Hospital/ Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, China
| | - Guangyu Wang
- Department of Gastrointestinal Medical Oncology, The Third Affiliated Hospital of Harbin Medical University Cancer Hospital, Harbin, China
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10
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Li S, Hoefnagel SJM, Krishnadath KK. Molecular Biology and Clinical Management of Esophageal Adenocarcinoma. Cancers (Basel) 2023; 15:5410. [PMID: 38001670 PMCID: PMC10670638 DOI: 10.3390/cancers15225410] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 11/10/2023] [Accepted: 11/12/2023] [Indexed: 11/26/2023] Open
Abstract
Esophageal adenocarcinoma (EAC) is a highly lethal malignancy. Due to its rising incidence, EAC has become a severe health challenge in Western countries. Current treatment strategies are mainly chosen based on disease stage and clinical features, whereas the biological background is hardly considered. In this study, we performed a comprehensive review of existing studies and discussed how etiology, genetics and epigenetic characteristics, together with the tumor microenvironment, contribute to the malignant behavior and dismal prognosis of EAC. During the development of EAC, several intestinal-type proteins and signaling cascades are induced. The anti-inflammatory and immunosuppressive microenvironment is associated with poor survival. The accumulation of somatic mutations at the early phase and chromosomal structural rearrangements at relatively later time points contribute to the dynamic and heterogeneous genetic landscape of EAC. EAC is also characterized by frequent DNA methylation and dysregulation of microRNAs. We summarize the findings of dysregulations of specific cytokines, chemokines and immune cells in the tumor microenvironment and conclude that DNA methylation and microRNAs vary with each different phase of BE, LGD, HGD, early EAC and invasive EAC. Furthermore, we discuss the suitability of the currently employed therapies in the clinic and possible new therapies in the future. The development of targeted and immune therapies has been hampered by the heterogeneous genetic characteristics of EAC. In view of this, the up-to-date knowledge revealed by this work is absolutely important for future EAC studies and the discovery of new therapeutics.
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Affiliation(s)
- Shulin Li
- Center for Experimental and Molecular Medicine, Amsterdam University Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands;
- Cancer Center Amsterdam, 1081 HV Amsterdam, The Netherlands
| | | | - Kausilia Krishnawatie Krishnadath
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, 2000 Antwerpen, Belgium
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11
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Veldhuizen GP, Röcken C, Behrens HM, Cifci D, Muti HS, Yoshikawa T, Arai T, Oshima T, Tan P, Ebert MP, Pearson AT, Calderaro J, Grabsch HI, Kather JN. Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study. Gastric Cancer 2023; 26:708-720. [PMID: 37269416 PMCID: PMC10361890 DOI: 10.1007/s10120-023-01398-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/09/2023] [Indexed: 06/05/2023]
Abstract
INTRODUCTION The Laurén classification is widely used for Gastric Cancer (GC) histology subtyping. However, this classification is prone to interobserver variability and its prognostic value remains controversial. Deep Learning (DL)-based assessment of hematoxylin and eosin (H&E) stained slides is a potentially useful tool to provide an additional layer of clinically relevant information, but has not been systematically assessed in GC. OBJECTIVE We aimed to train, test and externally validate a deep learning-based classifier for GC histology subtyping using routine H&E stained tissue sections from gastric adenocarcinomas and to assess its potential prognostic utility. METHODS We trained a binary classifier on intestinal and diffuse type GC whole slide images for a subset of the TCGA cohort (N = 166) using attention-based multiple instance learning. The ground truth of 166 GC was obtained by two expert pathologists. We deployed the model on two external GC patient cohorts, one from Europe (N = 322) and one from Japan (N = 243). We assessed classification performance using the Area Under the Receiver Operating Characteristic Curve (AUROC) and prognostic value (overall, cancer specific and disease free survival) of the DL-based classifier with uni- and multivariate Cox proportional hazard models and Kaplan-Meier curves with log-rank test statistics. RESULTS Internal validation using the TCGA GC cohort using five-fold cross-validation achieved a mean AUROC of 0.93 ± 0.07. External validation showed that the DL-based classifier can better stratify GC patients' 5-year survival compared to pathologist-based Laurén classification for all survival endpoints, despite frequently divergent model-pathologist classifications. Univariate overall survival Hazard Ratios (HRs) of pathologist-based Laurén classification (diffuse type versus intestinal type) were 1.14 (95% Confidence Interval (CI) 0.66-1.44, p-value = 0.51) and 1.23 (95% CI 0.96-1.43, p-value = 0.09) in the Japanese and European cohorts, respectively. DL-based histology classification resulted in HR of 1.46 (95% CI 1.18-1.65, p-value < 0.005) and 1.41 (95% CI 1.20-1.57, p-value < 0.005), in the Japanese and European cohorts, respectively. In diffuse type GC (as defined by the pathologist), classifying patients using the DL diffuse and intestinal classifications provided a superior survival stratification, and demonstrated statistically significant survival stratification when combined with pathologist classification for both the Asian (overall survival log-rank test p-value < 0.005, HR 1.43 (95% CI 1.05-1.66, p-value = 0.03) and European cohorts (overall survival log-rank test p-value < 0.005, HR 1.56 (95% CI 1.16-1.76, p-value < 0.005)). CONCLUSION Our study shows that gastric adenocarcinoma subtyping using pathologist's Laurén classification as ground truth can be performed using current state of the art DL techniques. Patient survival stratification seems to be better by DL-based histology typing compared with expert pathologist histology typing. DL-based GC histology typing has potential as an aid in subtyping. Further investigations are warranted to fully understand the underlying biological mechanisms for the improved survival stratification despite apparent imperfect classification by the DL algorithm.
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Affiliation(s)
| | - Christoph Röcken
- Department of Pathology, Christian-Albrechts University, Kiel, Germany
| | | | - Didem Cifci
- Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
| | - Hannah Sophie Muti
- Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
- Department of Visceral, Thoracic and Vascular Surgery, Technical University Dresden, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Takaki Yoshikawa
- Department of Gastric Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Tomio Arai
- Department of Pathology, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo, Japan
| | - Takashi Oshima
- Department of Gastrointestinal Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Patrick Tan
- Duke-NUS Medical School, Singapore, Singapore
| | - Matthias P Ebert
- Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- DKFZ-Hector Cancer Institute at the University Medical Center, Mannheim, Germany
- Clinical Cooperation Unit Healthy Metabolism, Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Mannheim Institute for Innate Immunoscience (MI3), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, IL, USA
| | - Julien Calderaro
- Université Paris Est Créteil, INSERM, IMRB, Créteil, France
- Department of Pathology, Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Créteil, France
| | - Heike I Grabsch
- Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
- Department of Pathology, GROW School for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Jakob Nikolas Kather
- Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany.
- Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
- Department of Medicine I, University Hospital Dresden, Dresden, Germany.
- Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
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12
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Duda D, Dima S, Sorop A, Kitahara S, Setia N, Chivu-Economescu M, Matei L, Herlea V, Pechianu N, Inomata T, Matsui A, Khachatryan A, Aoki S, Lauwers G, Popescu I. A tumor microenvironment-based classification of gastric cancer for more effective diagnosis and treatment. RESEARCH SQUARE 2023:rs.3.rs-3089359. [PMID: 37577519 PMCID: PMC10418549 DOI: 10.21203/rs.3.rs-3089359/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
With approximately one million diagnosed cases and over 700,000 deaths recorded annually, gastric cancer (GC) is the third most common cause of cancer-related deaths worldwide. GC is a heterogeneous tumor. Thus, optimal management requires biomarkers of prognosis, treatment selection, and treatment response. The Cancer Genome Atlas program sub-classified GC into molecular subtypes, providing a framework for treatment personalization using traditional chemotherapies or biologics. Here, we report a comprehensive study of GC vascular and immune tumor microenvironment (TME)-based on stage and molecular subtypes of the disease and their correlation with outcomes. Using tissues and blood circulating biomarkers and a molecular classification, we identified cancer cell and tumor archetypes, which show that the TME evolves with the disease stage and is a major determinant of prognosis. Moreover, our TME-based subtyping strategy allowed the identification of archetype-specific prognostic biomarkers such as CDH1-mutant GC and circulating IL-6 that provided information beyond and independent of TMN staging, MSI status, and consensus molecular subtyping. The results show that integrating molecular subtyping with TME-specific biomarkers could contribute to improved patient prognostication and may provide a basis for treatment stratification, including for contemporary anti-angiogenesis and immunotherapy approaches.
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Affiliation(s)
| | | | | | | | | | | | - Lilia Matei
- Stefan S. Nicolau Institute of Virology, Bucharest, Romania
| | | | | | | | - Aya Matsui
- Graduate School of Medical Science, Kanazawa University
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13
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Deng G, Zhang X, Chen Y, Liang S, Liu S, Yu Z, Lü M. Single-cell transcriptome sequencing reveals heterogeneity of gastric cancer: progress and prospects. Front Oncol 2023; 13:1074268. [PMID: 37305583 PMCID: PMC10249727 DOI: 10.3389/fonc.2023.1074268] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 05/11/2023] [Indexed: 06/13/2023] Open
Abstract
Gastric cancer is one of the most serious malignant tumor and threatens the health of people worldwide. Its heterogeneity leaves many clinical problems unsolved. To treat it effectively, we need to explore its heterogeneity. Single-cell transcriptome sequencing, or single-cell RNA sequencing (scRNA-seq), reveals the complex biological composition and molecular characteristics of gastric cancer at the level of individual cells, which provides a new perspective for understanding the heterogeneity of gastric cancer. In this review, we first introduce the current procedure of scRNA-seq, and discuss the advantages and limitations of scRNA-seq. We then elaborate on the research carried out with scRNA-seq in gastric cancer in recent years, and describe how it reveals cell heterogeneity, the tumor microenvironment, oncogenesis and metastasis, as well as drug response in to gastric cancer, to facilitate early diagnosis, individualized therapy, and prognosis evaluation.
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Affiliation(s)
- Gaohua Deng
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Xu Zhang
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Yonglan Chen
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Sicheng Liang
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Sha Liu
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Zehui Yu
- Laboratory Animal Center, Southwest Medical University, Luzhou, Sichuan, China
| | - Muhan Lü
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
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14
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Sandø AD, Fougner R, Røyset ES, Dai HY, Grønbech JE, Bringeland EA. Response Evaluation after Neoadjuvant Chemotherapy for Resectable Gastric Cancer. Cancers (Basel) 2023; 15:cancers15082318. [PMID: 37190246 DOI: 10.3390/cancers15082318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/22/2023] [Accepted: 04/13/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND The method of response evaluation following neoadjuvant chemotherapy (NAC) in resectable gastric cancer has been widely debated. An essential prerequisite is the ability to stratify patients into subsets of different long-term survival rates based on the response mode. Histopathological measures of regression have their limitations, and interest resides in CT-based methods that can be used in everyday settings. METHODS We conducted a population-based study (2007-2016) on 171 consecutive patients with gastric adenocarcinoma who were receiving NAC. Two methods of response evaluation were investigated: a strict radiological procedure using RECIST (downsizing), and a composite radiological/pathological procedure comparing the initial radiological TNM stage to the pathological ypTNM stage (downstaging). Clinicopathological variables that could predict the response were searched for, and correlations between the response mode and long-term survival rates were assessed. RESULTS RECIST failed to identify half of the patients progressing to metastatic disease, and it was unable to assign patients to subsets with different long-term survival rates based on the response mode. However, the TNM stage response mode did achieve this objective. Following re-staging, 48% (78/164) were downstaged, 15% (25/164) had an unchanged stage, and 37% (61/164) were upstaged. A total of 9% (15/164) showed a histopathological complete response. The 5-year overall survival rate was 65.3% (95% CI 54.7-75.9%) for TNM downstaged cases, 40.0% (95% CI 20.8-59.2%) for stable disease, and 14.8% (95% CI 6.0-23.6%) for patients with TNM progression, p < 0.001. In a multivariable ordinal regression model, the Lauren classification and tumor site were the only significant determinants of the response mode. CONCLUSIONS Downsizing, as a method for evaluating the response to NAC in gastric cancer, is discouraged. TNM re-staging by comparing the baseline radiological CT stage to the pathological stage following NAC is suggested as a useful method that may be used in everyday situations.
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Affiliation(s)
- Alina Desiree Sandø
- Department of Gastrointestinal Surgery, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, 7034 Trondheim, Norway
| | - Reidun Fougner
- Department of Radiology, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
| | - Elin Synnøve Røyset
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, 7034 Trondheim, Norway
- Department of Pathology, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
- Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
| | - Hong Yan Dai
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, 7034 Trondheim, Norway
- Department of Pathology, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
- Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
| | - Jon Erik Grønbech
- Department of Gastrointestinal Surgery, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, 7034 Trondheim, Norway
| | - Erling Audun Bringeland
- Department of Gastrointestinal Surgery, St. Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, 7034 Trondheim, Norway
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15
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Piazuelo MB, Carneiro F, Camargo MC. Considerations in comparing intestinal- and diffuse-type gastric adenocarcinomas. Helicobacter 2023; 28:e12975. [PMID: 36965033 DOI: 10.1111/hel.12975] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 03/05/2023] [Accepted: 03/09/2023] [Indexed: 03/27/2023]
Affiliation(s)
- M Blanca Piazuelo
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Fatima Carneiro
- Faculdade de Medicina da Universidade do Porto (FMUP), Centro Hospitalar Universitário de São João (CHUSJ), Instituto de Investigação e Inovação em Saúde (i3S), Instituto de Patologia e Imunologia Molecular da Universidade do Porto (IPATIMUP), Porto, Portugal
| | - M Constanza Camargo
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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16
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Shi W, Wang Y, Xu C, Li Y, Ge S, Bai B, Zhang K, Wang Y, Zheng N, Wang J, Wang S, Ji G, Li J, Nie Y, Liang W, Wu X, Cui J, Wang Y, Chen L, Zhao Q, Shen L, He F, Qin J, Ding C. Multilevel proteomic analyses reveal molecular diversity between diffuse-type and intestinal-type gastric cancer. Nat Commun 2023; 14:835. [PMID: 36788224 PMCID: PMC9929250 DOI: 10.1038/s41467-023-35797-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 01/03/2023] [Indexed: 02/16/2023] Open
Abstract
Diffuse-type gastric cancer (DGC) and intestinal-type gastric cancer (IGC) are the major histological types of gastric cancer (GC). The molecular mechanism underlying DGC and IGC differences are poorly understood. In this research, we carry out multilevel proteomic analyses, including proteome, phospho-proteome, and transcription factor (TF) activity profiles, of 196 cases covering DGC and IGC in Chinese patients. Integrative proteogenomic analysis reveals ARIDIA mutation associated with opposite prognostic effects between DGC and IGC, via diverse influences on their corresponding proteomes. Systematical comparison and consensus clustering analysis identify three subtypes of DGC and IGC, respectively, based on distinct patterns of the cell cycle, extracellular matrix organization, and immune response-related proteins expression. TF activity-based subtypes demonstrate that the disease progressions of DGC and IGC were regulated by SWI/SNF and NFKB complexes. Furthermore, inferred immune cell infiltration and immune clustering show Th1/Th2 ratio is an indicator for immunotherapeutic effectiveness, which is validated in an independent GC anti-PD1 therapeutic patient group. Our multilevel proteomic analyses enable a more comprehensive understanding of GC and can further advance the precision medicine.
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Affiliation(s)
- Wenhao Shi
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Yushen Wang
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Chen Xu
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Yan Li
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Sai Ge
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital and Institute, Beijing, 100142, China
| | - Bin Bai
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Kecheng Zhang
- Department of General Surgery & Institute of General Surgery, Chinese PLA General Hospital First Medical Center, Beijing, 100853, China
| | - Yunzhi Wang
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Nairen Zheng
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Juan Wang
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Shiqi Wang
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Gang Ji
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Jipeng Li
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Yongzhan Nie
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Wenquan Liang
- Department of General Surgery & Institute of General Surgery, Chinese PLA General Hospital First Medical Center, Beijing, 100853, China
| | - Xiaosong Wu
- Department of General Surgery & Institute of General Surgery, Chinese PLA General Hospital First Medical Center, Beijing, 100853, China
| | - Jianxin Cui
- Department of General Surgery & Institute of General Surgery, Chinese PLA General Hospital First Medical Center, Beijing, 100853, China
| | - Yi Wang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Lin Chen
- Department of General Surgery & Institute of General Surgery, Chinese PLA General Hospital First Medical Center, Beijing, 100853, China.
| | - Qingchuan Zhao
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China.
| | - Lin Shen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital and Institute, Beijing, 100142, China.
| | - Fuchu He
- School of Life Sciences, Tsinghua University, Beijing, 100084, China.
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
- Research Unit of Proteomics Driven Cancer Precision Medicine, Chinese Academy of Medical Sciences, Beijing, 102206, China.
| | - Jun Qin
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China.
| | - Chen Ding
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (The PHOENIX center, Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China.
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17
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Ming J, Du R, Geng J, Li S, Liu Z, Cai Y, Zhu X, Zhang Y, Wang H, Wang Z, Tang L, Zhang X, Peng Z, Wu A, Bu Z, Peng Y, Yan Y, Li Z, Li Y, Li Z, Wang W. Prognostic impact of sarcopenia in patients with locally advanced adenocarcinoma of the esophagogastric junction treated with neoadjuvant chemoradiotherapy. Front Nutr 2023; 10:988632. [PMID: 36776611 PMCID: PMC9909020 DOI: 10.3389/fnut.2023.988632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 01/04/2023] [Indexed: 01/28/2023] Open
Abstract
Background Few studies have evaluated the significance of sarcopenia in predicting the outcomes of patients with adenocarcinoma of the esophagogastric junction (AEG), especially those who received neoadjuvant chemoradiotherapy (NCRT). We aimed to identify the sarcopenic status and its impact on the outcomes of patients with locally advanced AEG who received NCRT followed by radical surgery or systemic therapy. Materials and methods Patients with T3-4N+M0 AEG with accessible abdominal computed tomography (CT) before and after NCRT were retrospectively analyzed. Body composition parameters, particularly the skeletal muscle index (SMI), were assessed using a CT-based method, and sarcopenia was defined using a predetermined SMI cutoff value. Survival analysis was conducted using the Kaplan-Meier method. A Cox proportional hazards regression model was used to identify independent prognostic factors. Receiver operating characteristic curve analysis was carried out, and the area under the curve (AUC) was calculated to test the prognostic accuracy of different factors. Results A total of 63 patients were enrolled, 65.1 and 79.4% of whom developed pre- and post-NCRT sarcopenia, respectively. Patients with pre-NCRT sarcopenia had lower radical surgery rates (70.7 vs. 95.5%, p = 0.047) than those without sarcopenia; however, sarcopenic status did not affect other short-term outcomes, including treatment-related toxicity and efficacy. Pre-NCRT sarcopenia was identified as an independent predictive factor for poor overall survival (OS) [adjusted hazard ratio (HR), 6.053; p = 0.002] and progression-free survival (PFS) (adjusted HR, 2.873; p = 0.031). Compared with nutritional indices such as the Nutritional Risk Screening 2002, weight loss during NCRT, and post-NCRT sarcopenia, pre-NCRT sarcopenia was regarded as the best predictive index for the 5-year OS (AUC = 0.735) and PFS rates (AUC = 0.770). Conclusion Pre-NCRT sarcopenia may be an independent predictive factor for OS and PFS rates in patients with locally advanced AEG receiving multimodal treatment.
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Affiliation(s)
- Jiao Ming
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Rongxu Du
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Jianhao Geng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Shuai Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Zhiyan Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yong Cai
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Xianggao Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yangzi Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Hongzhi Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Zhilong Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Medical Imaging, Peking University Cancer Hospital and Institute, Beijing, China
| | - Lei Tang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Medical Imaging, Peking University Cancer Hospital and Institute, Beijing, China
| | - Xiaotian Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Zhi Peng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Aiwen Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Zhaode Bu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yifan Peng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yan Yan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Endoscopy Center, Peking University Cancer Hospital and Institute, Beijing, China
| | - Zhongwu Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Pathology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yongheng Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China,*Correspondence: Yongheng Li,
| | - Ziyu Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing, China,Ziyu Li,
| | - Weihu Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, China,Weihu Wang,
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18
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Ansari S, Nikpour P. LNCAROD promotes the proliferation and migration of gastric cancer: a bioinformatics analysis and experimental validation. Funct Integr Genomics 2023; 23:34. [PMID: 36625949 DOI: 10.1007/s10142-022-00954-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/19/2022] [Accepted: 12/27/2022] [Indexed: 01/11/2023]
Abstract
Gastric cancer (GC) is a heterogeneous disease at the molecular and clinical levels. The diffuse subtype is associated with more aggressive behavior and poor prognosis than the intestinal subtype. Epithelial-to-mesenchymal transition (EMT) may be involved in the diffuse mesenchymal phenotype. Long non-coding RNA (lncRNA) deregulation plays a vital role in GC development and progression. Here, we aimed to comprehensively disclose lncRNAs associated with GC diffuse/mesenchymal type. RNA-sequencing expression profiles of patients with stomach adenocarcinoma and the corresponding clinical data were downloaded from The Cancer Genome Atlas database. Differentially expressed lncRNAs related to tumor samples and diffuse subtype were identified. The lncRNA activating regulator of DKK1 (LNCAROD) was experimentally studied. Furthermore, a lncRNA-miRNA-mRNA network was constructed to identify potential biological functions of LNCAROD. LNCAROD expression was detected by reverse transcription-quantitative polymerase chain reaction in GC cell lines. LNCAROD expression was silenced using the small interference RNA strategy. Cell proliferation and migration were evaluated using colony formation assay, scratch wound healing, and Transwell migration assays. LNCAROD was significantly upregulated in some GC cells. The knocking down of LNCAROD significantly reduced cell proliferation and migration. LNCAROD-miR-181-PROX1 axis was introduced as a potential regulatory mechanism by which LNCAROD may exert its functions in cells. Our findings highlight that LNCAROD is involved in cell proliferation and migration in GC and supports its implicit role in regulating EMT. It may serve as a potential diagnostic and therapeutic target in GC. In addition, LNCAROD may function through the possible regulatory axis in GC development.
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Affiliation(s)
- Sara Ansari
- Department of Genetics and Molecular Biology, Faculty of Medicine, Isfahan University of Medical Sciences, Hezar Jarib Street, Isfahan, Iran
| | - Parvaneh Nikpour
- Department of Genetics and Molecular Biology, Faculty of Medicine, Isfahan University of Medical Sciences, Hezar Jarib Street, Isfahan, Iran.
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19
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Hao D, Li Q, Feng QX, Qi L, Liu XS, Arefan D, Zhang YD, Wu S. SurvivalCNN: A deep learning-based method for gastric cancer survival prediction using radiological imaging data and clinicopathological variables. Artif Intell Med 2022; 134:102424. [PMID: 36462894 DOI: 10.1016/j.artmed.2022.102424] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 09/15/2022] [Accepted: 10/07/2022] [Indexed: 12/13/2022]
Abstract
Radiological images have shown promising effects in patient prognostication. Deep learning provides a powerful approach for in-depth analysis of imaging data and integration of multi-modal data for modeling. In this work, we propose SurvivalCNN, a deep learning structure for cancer patient survival prediction using CT imaging data and non-imaging clinical data. In SurvivalCNN, a supervised convolutional neural network is designed to extract volumetric image features, and radiomics features are also integrated to provide potentially different imaging information. Within SurvivalCNN, a novel multi-thread multi-layer perceptron module, namely, SurvivalMLP, is proposed to perform survival prediction from censored survival data. We evaluate the proposed SurvivalCNN framework on a large clinical dataset of 1061 gastric cancer patients for both overall survival (OS) and progression-free survival (PFS) prediction. We compare SurvivalCNN to three different modeling methods and examine the effects of various sets of data/features when used individually or in combination. With five-fold cross validation, our experimental results show that SurvivalCNN achieves averaged concordance index 0.849 and 0.783 for predicting OS and PFS, respectively, outperforming the compared state-of-the-art methods and the clinical model. After future validation, the proposed SurvivalCNN model may serve as a clinical tool to improve gastric cancer patient survival estimation and prognosis analysis.
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Affiliation(s)
- Degan Hao
- Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Qiong Li
- Department of Radiology, the First Affiliated Hospital with Nanjing Medical University, Nanjing, PR China
| | - Qiu-Xia Feng
- Department of Radiology, the First Affiliated Hospital with Nanjing Medical University, Nanjing, PR China
| | - Liang Qi
- Department of Radiology, the First Affiliated Hospital with Nanjing Medical University, Nanjing, PR China
| | - Xi-Sheng Liu
- Department of Radiology, the First Affiliated Hospital with Nanjing Medical University, Nanjing, PR China
| | - Dooman Arefan
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Yu-Dong Zhang
- Department of Radiology, the First Affiliated Hospital with Nanjing Medical University, Nanjing, PR China.
| | - Shandong Wu
- Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA 15260, USA; Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15260, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, 15260, USA; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, 15260, USA.
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20
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Nie T, Liu D, Ai S, He Y, Yang M, Chen J, Yuan Z, Liu Y. A radiomics nomogram analysis based on CT images and clinical features for preoperative Lauren classification in gastric cancer. Jpn J Radiol 2022; 41:401-408. [PMID: 36370327 DOI: 10.1007/s11604-022-01360-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 11/01/2022] [Indexed: 11/14/2022]
Abstract
PURPOSE To develop a combined radiomics nomogram based on computed tomography (CT) images and clinical features to preoperatively distinguish Lauren's diffuse-type gastric cancer (GC) from intestinal-type GC. METHODS Ninety-five patients with Lauren's intestinal or diffuse-type GC confirmed by postoperative pathology had their preoperative clinical information and dynamic contrast CT images retrospectively analyzed and were subdivided into training and test groups in a 7:3 ratio. To select the optimal features and construct the radiomic signatures, we extracted, filtered, and minimized the radiomic features from arterial phase (AP) and venous phase (VP) CT images. We constructed four models (clinical model, AP radiomics model, VP radiomics model, and radiomics-clinical model) to assess and compare their predictive performance between the intestinal- and diffuse-type GC. Receiver-operating characteristic (ROC) curve, area under the ROC curve (AUC), and the DeLong test were used for assessment and comparison. In this study, radiomic nomograms integrating combined radiomic signatures and clinical characteristics were developed. RESULTS Compared to the AP radiomics model, the VP radiomics model had better performance, with an AUC of 0.832 (95% confidence interval [CI], 0.735, 0.929) in the training cohort and 0.760 (95% CI 0.580, 0.940) in the test cohort. Among the combined models that assessed Lauren's type GC, the model including age and VP radiomics showed the best performance, with an AUC of 0.849 (95% CI 0.758, 0.940) in the training cohort and 0.793 (95% CI 0.629, 0.957) in the test cohort. CONCLUSIONS Nomogram incorporating radiomic signatures and clinical features effectively differentiated Lauren's diffuse-type from intestinal-type GC.
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Affiliation(s)
- Tingting Nie
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China
| | - Dan Liu
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China
| | - Shuangquan Ai
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China
| | - Yaoyao He
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China
| | - Miao Yang
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China
| | - Jun Chen
- GE Healthiness, Shanghai, 200126, People's Republic of China
| | - Zilong Yuan
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China.
| | - Yulin Liu
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zhuodaoquan South Load, Hongshan District, Wuhan, 430079, Hubei, People's Republic of China.
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21
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Valcarcel S, Gallego J, Jimenez-Fonseca P, Diez M, de Castro EM, Hernandez R, Arrazubi V, Custodio A, Cano JM, Montes AF, Macias I, Visa L, Calvo A, Tocino RV, Lago NM, Limón ML, Granja M, Gil M, Pimentel P, Macia-Rivas L, Pérez CH, Mangas M, Carnicero AM, Cerdà P, Gonzalez LG, Navalon FG, Rambla MDM, Richard MM, Carmona-Bayonas A. Does HER2 status influence in the benefit of ramucirumab and paclitaxel as second line treatment of advanced gastro-esophageal adenocarcinoma? Data from the AGAMENON-SEOM registry. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04294-6. [PMID: 36042046 DOI: 10.1007/s00432-022-04294-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 08/14/2022] [Indexed: 10/14/2022]
Abstract
PURPOSE This study aimed to compare ramucirumab-paclitaxel versus chemotherapy in second-line (2L) advanced gastroesophageal cancer (aGEC) based on HER2 status and analyze prognostic factors. METHODS The study includes patients from the AGAMENON-SEOM registry with aGEC and known HER2 status who received 2L between 2016 and 2021. The Kaplan-Meier method was used to calculate progression-free survival (PFS) and overall survival (OS) and multivariable Cox regression analysis was done to adjust for confounding variables. RESULTS Of the 552 patients who met the selection criteria, 149 (26.9%) had HER2-positive aGEC, 89 were treated with chemotherapy, and 60 with ramucirumab-paclitaxel, and 403 had an HER2-negative aGEC, 259 were treated with chemotherapy, and 144 with ramucirumab-paclitaxel. In the whole sample, 2L PFS was 3.0 months (95% CI 2.8-3.2), 2L OS, 5.7 months (5.2-6.3), and ramucirumab-paclitaxel versus chemotherapy was associated with increased PFS (HR 0.64, 95% CI 0.53-0.78, p < 0.0001) and OS (HR 0.68, 0.55-0.83, p = 0.0002). Median PFS of ramucirumab- paclitaxel versus chemotherapy was 3.5 vs 2.8 months (HR 0.67, 0.54-0.83, p = 0.0004) in HER2-negative, and 4.7 vs 2.7 months (HR 0.57, 0.40-0.82, p = 0.0031) in HER2-positive aGEC, respectively. Median OS for ramucirumab-paclitaxel versus chemotherapy was 6.6 vs 5 months (HR 0.67, 0.53-0.85, p = 0.0007) in HER2-negative, and 7.4 vs 5.6 months (HR 0.70, 0.53-1.04, p = 0.083) in HER2-positive aGEC, respectively. ECOG-PS, tumor burden, Lauren subtype, and neutrophil-lymphocyte ratio were prognostic factors. CONCLUSIONS In patients with an aGEC from the AGAMENON-SEOM registry, 2L treatment with ramucirumab-paclitaxel was superior to chemotherapy in PFS, OS and response rate, independent of HER2 status.
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Affiliation(s)
- Sena Valcarcel
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Avenida Roma Sn., CP 33011, Oviedo, Spain.
| | - Javier Gallego
- Medical Oncology Department, Hospital General Universitario de Elche, Elche, Spain
| | - Paula Jimenez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - Marc Diez
- Medical Oncology Department, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Eva Martínez de Castro
- Medical Oncology Department, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - Raquel Hernandez
- Medical Oncology Department, Hospital Universitario de Canarias, Tenerife, Spain
| | - Virginia Arrazubi
- Medical Oncology Department, Hospital Universitario de Navarra, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Ana Custodio
- Medical Oncology Department, Hospital Universitario La Paz, CIBERONC CB16/12/00398, Madrid, Spain
| | - Juana María Cano
- Medical Oncology Department, Hospital General Universitario de Ciudad Real, Ciudad Real, Spain
| | - Ana Fernández Montes
- Medical Oncology Department, Complejo Hospitalario Universitario de Ourense, Orense, Spain
| | - Ismael Macias
- Medical Oncology Department, Hospital Universitario Parc Tauli, Sabadell, Spain
| | - Laura Visa
- Medical Oncology Department, Hospital Universitario El Mar, Barcelona, Spain
| | - Aitana Calvo
- Medical Oncology Department, Hospital Universitario Gregorio Marañón, Madrid, Spain
| | - Rosario Vidal Tocino
- Medical Oncology Department, Complejo Asistencial Universitario de Salamanca - IBSAL, Salamanca, Spain
| | - Nieves Martínez Lago
- Medical Oncology Department, Complejo Hospitalario Universitario de A Coruña, Coruña, Spain
| | - María Luisa Limón
- Medical Oncology Department, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Mónica Granja
- Medical Oncology Department, Hospital Universitario Clínico San Carlos Madrid, Madrid, Spain
| | - Mireia Gil
- Medical Oncology Department, Hospital General Universitario de Valencia, Ciberonc CB16/12/0035, Valencia, Spain
| | - Paola Pimentel
- Medical Oncology Department, Hospital Santa Lucía, Cartagena, Spain
| | - Lola Macia-Rivas
- Pharmacy Department, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Carolina Hernández Pérez
- Medical Oncology Department, Hospital Universitario Nuestra Señora de La Candelaria, Tenerife, Spain
| | - Montserrat Mangas
- Medical Oncology Department, Hospital Galdakao-Usansolo, Galdakao-Usansolo, Spain
| | | | - Paula Cerdà
- Medical Oncology Department, Hospital Santa Creu I Sant Pau, Barcelona, Spain
| | - Lucía Gomez Gonzalez
- Medical Oncology Department, Hospital General Universitario de Alicante, Alicante, Spain
| | | | | | - Marta Martin Richard
- Medical Oncology Department, Catalan Institute of Oncology (ICO), L'Hospitalet, Spain
| | - Alberto Carmona-Bayonas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, University of Murcia, IMIB, CP13/00126, PI17/0050 (ISCIII& FEDER), Murcia, Spain
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22
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Díaz del Arco C, Estrada Muñoz L, Ortega Medina L, Molina Roldán E, Cerón Nieto MÁ, García Gómez de las Heras S, Fernández Aceñero MJ. Clinicopathological differences, risk factors and prognostic scores for western patients with intestinal and diffuse-type gastric cancer. World J Gastrointest Oncol 2022; 14:1162-1174. [PMID: 35949214 PMCID: PMC9244993 DOI: 10.4251/wjgo.v14.i6.1162] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 04/01/2022] [Accepted: 05/27/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND In the molecular era, the Laurén system is still a cost-effective and widely implemented classification for gastric cancer (GC) and it has been recently associated with clinical, histological and molecular features of these tumors. Despite recent advances in the understanding of the molecular biology of GC, there is a need to develop new prognostic tools for patient stratification in clinical practice. Thus, the identification of easily available prognostic factors in patients with intestinal and diffuse-type tumors can significantly improve risk assessment and patient stratification in GC. AIM To identify clinicopathological differences, risk factors, and to develop cost-effective prognostic scores for patients with intestinal and diffuse-type GC. METHODS Retrospective study of all patients undergoing surgery for GC at a tertiary referral center from 2001 to 2019. 286 cases met inclusion criteria (intestinal: 190, diffuse: 96). Clinical data and gross findings were collected. All specimens were reviewed by two independent pathologists and a detailed protocol for histologic evaluation was followed. Five tissue microarrays (TMAs) were constructed and sections of the TMA block were immunostained for HERCEPTEST, MSH2, MSH6, MLH1 and PMS2. Statistical analyses were performed and prognostic scores were developed based on hazard ratios. RESULTS Intestinal and diffuse-type GC showed different epidemiological, clinicopathological and prognostic features. Diffuse tumors were significantly associated with younger age, less symptomatology, flat morphology, deeper invasion, perineural infiltration, advanced stage at diagnosis, administration of adjuvant therapy and poorer prognosis. Intestinal lesions were fungoid or polypoid, showed necrosis, desmoplasia, microsatellite instability and HERCEPTEST positivity and were diagnosed at earlier stages. Tumor depth, desmoplasia, macroscopic type and lymph node involvement were independently related to the Laurén subtype. Furthermore, intestinal and diffuse GC were associated with different risk factors for progression and death. Vascular invasion, perineural infiltration and growth pattern were important prognostic factors in intestinal-type GC. On the contrary, tumor size and necrosis were significant prognosticators in diffuse-type GC. Our recurrence and cancer-specific death scores for patients with intestinal and diffuse-type GC showed an excellent patient stratification into three (diffuse GC) or four (intestinal) prognostic groups. CONCLUSION Our findings support that Laurén subtypes represent different clinicopathological and biological entities. The development of specific prognostic scores is a useful and cost-effective strategy to improve risk assessment in GC.
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Affiliation(s)
- Cristina Díaz del Arco
- Department of Surgical Pathology, Hospital Clínico San Carlos, Madrid 28040, Spain
- Department of Legal Medicine, Psychiatry and Pathology, Complutense University of Madrid, Madrid 28040, Spain
| | - Lourdes Estrada Muñoz
- Department of Surgical Pathology, Hospital Rey Juan Carlos, Madrid 28933, Spain
- Department of Basic Medical Sciences, Rey Juan Carlos University, Madrid 28933, Spain
| | - Luis Ortega Medina
- Department of Surgical Pathology, Hospital Clínico San Carlos, Madrid 28040, Spain
- Department of Legal Medicine, Psychiatry and Pathology, Complutense University of Madrid, Madrid 28040, Spain
| | - Elena Molina Roldán
- Department of Surgical Pathology, Hospital Clínico San Carlos, Madrid 28040, Spain
| | | | | | - M Jesús Fernández Aceñero
- Department of Surgical Pathology, Hospital Clínico San Carlos, Madrid 28040, Spain
- Department of Legal Medicine, Psychiatry and Pathology, Complutense University of Madrid, Madrid 28040, Spain
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23
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Plazas JG, Arias-Martinez A, Lecumberri A, Martínez de Castro E, Custodio A, Cano JM, Hernandez R, Montes AF, Macias I, Pieras-Lopez A, Diez M, Visa L, Tocino RV, Lago NM, Limón ML, Gil M, Pimentel P, Mangas M, Granja M, Carnicero AM, Pérez CH, Gonzalez LG, Jimenez-Fonseca P, Carmona-Bayonas A. Sex and gender disparities in patients with advanced gastroesophageal adenocarcinoma: data from the AGAMENON-SEOM registry. ESMO Open 2022; 7:100514. [PMID: 35714478 PMCID: PMC9271495 DOI: 10.1016/j.esmoop.2022.100514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 05/09/2022] [Accepted: 05/18/2022] [Indexed: 11/17/2022] Open
Abstract
Background Recommendations for research articles include the use of the term sex when reporting biological factors and gender for identities or psychosocial or cultural factors. There is an increasing awareness of incorporating the effect of sex and gender on cancer outcomes. Thus, these types of analyses for advanced gastroesophageal adenocarcinoma are relevant. Patients and methods Patients with advanced gastroesophageal adenocarcinoma from the Spanish AGAMENON-SEOM registry treated with first-line combination chemotherapy were selected. Epidemiology, characteristics of the disease, treatment selection, and results were examined according to sex. Results This analysis included 3274 advanced gastroesophageal adenocarcinoma patients treated with combination chemotherapy between 2008 and 2021: 2313 (70.7%) men and 961 (29.3%) women. Tumors in females were more frequently HER2-negative (67.8% versus 60.8%; P < 0.0001), grade 3 (45.4% versus 36.8%; P < 0.001), diffuse (43.3% versus 26.5%; P < 0.0001), and signet ring cell histology (40.5 versus 23.9%; P < 0.0001). Peritoneal spread was more common in women (58.6% versus 38.9%; P < 0.0001), while liver burden was lower (58.9% versus 71.1%; P < 0.0001). There were no significant differences in treatment recommendation. Treatment doses, density, and duration were comparable between sexes. Women experienced more diarrhea (46% versus 37%; P < 0.0001), neutropenia (51% versus 43%; P < 0.0001), and anemia (62% versus 57%; P < 0.0001). After a median 59.6-month follow-up [95% confidence interval (CI) 54.5-70.8], there were no statistically significant differences between the sexes in progression-free survival [6.21 months (95% CI 5.8-6.5 months) versus 6.08 months (95% CI 5.8-6.3 months); log-rank test, χ2 = 0.1, 1 df, P = 0.8] or in overall survival [10.6 months (95% CI 9.8-11.1 months) versus 10.9 months (95% CI 10.4-11.4 months); log-rank test: χ2 = 0.6, 1 df, P = 0.5]. Conclusion This sex analysis of patients with advanced gastroesophageal adenocarcinoma from the AGAMENON-SEOM registry receiving first-line polychemotherapy found no differences in survival. Although women had worse prognostic histopathology, metastatic disease pattern, and greater toxicity, treatment allocation and compliance were equivalent. Sex and gender are determinants of health inequalities and may affect treatments, tolerability, and therapeutic outcomes. According to sex, subtle biological and clinical differences exist in advanced gastroesophageal adenocarcinoma. Women with advanced gastroesophageal adenocarcinoma experience greater toxicity with therapeutic results comparable with men. Stratification and analysis by sex in studies of gastroesophageal adenocarcinoma should be considered.
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Affiliation(s)
- J Gallego Plazas
- Medical Oncology Department, Hospital General Universitario de Elche, Elche, Spain.
| | - A Arias-Martinez
- Pharmacy Department, Hospital Universitario Germans Trias i Pujol, Barcelona, Spain
| | - A Lecumberri
- Medical Oncology Department, Hospital Universitario de Navarra, Pamplona, Spain
| | - E Martínez de Castro
- Medical Oncology Department, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - A Custodio
- Medical Oncology Department, Hospital Universitario La Paz, CIBERONC CB16/12/00398, Madrid, Spain
| | - J M Cano
- Medical Oncology Department, Hospital General Universitario de Ciudad Real, Ciudad Real, Spain
| | - R Hernandez
- Medical Oncology Department, Hospital Universitario de Canarias, Tenerife, Spain
| | - A F Montes
- Medical Oncology Department, Complejo Hospitalario de Ourense, Ourense, Spain
| | - I Macias
- Medical Oncology Department, Hospital Universitario Parc Taulí, Sabadell, Spain
| | - A Pieras-Lopez
- Pharmacy Department, Hospital Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - M Diez
- Medical Oncology Department, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - L Visa
- Medical Oncology Department, Hospital Universitario El Mar, Barcelona, Spain
| | - R V Tocino
- Medical Oncology Department, Complejo Asistencial Universitario de Salamanca - ISBAL, Salamanca, Spain
| | - N Martínez Lago
- Medical Oncology Department, Complejo Hospitalario Universitario de A Coruña, Coruña, Spain
| | - M L Limón
- Medical Oncology Department, Hospital Universitario Virgen del Rocío, Sevilla, Spain
| | - M Gil
- Medical Oncology Department, Hospital General Universitario de Valencia - Ciberonc CB16/12/0035, Valencia, Spain
| | - P Pimentel
- Medical Oncology Department, Hospital Santa Lucía, Cartagena, Spain
| | - M Mangas
- Medical Oncology Department, Hospital Galdakao-Usansolo, Galdakao-Usansolo, Spain
| | - M Granja
- Medical Oncology Department, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - A M Carnicero
- Medical Oncology Department, Hospital San Pedro, Logroño, Spain
| | - C Hernández Pérez
- Medical Oncology Department, Hospital Universitario Nuestra Señora de la Candelaria, Tenerife, Spain
| | - L G Gonzalez
- Medical Oncology Department, Hospital General Universitario de Alicante, Alicante, Spain
| | - P Jimenez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - A Carmona-Bayonas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, University of Murcia, IMIB, Murcia, Spain
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24
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Ness-Jensen E, Bringeland EA, Mjønes P, Lagergren J, Grønbech JE, Waldum H, Fossmark R. Hypergastrinemia and mortality in gastric adenocarcinoma: a population-based cohort study, the HUNT study. Scand J Gastroenterol 2022; 57:558-565. [PMID: 35068320 DOI: 10.1080/00365521.2022.2026462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Purpose: Hypergastrinemia increases the risk of developing proximal gastric adenocarcinoma. However, it is unclear if hypergastrinemia affects the survival in patients with gastric adenocarcinoma. This study aimed to examine the hypothesis that hypergastrinemia is associated with increased risk of mortality in patients with gastric adenocarcinoma.Materials and methods: This prospective population-based cohort study based on the Trøndelag Health Study (HUNT) included 78,962 adult individuals (≥20 years). During the baseline assessment period (1995-2008) of these participants, serum samples were collected and frozen. All participants with a newly diagnosed gastric adenocarcinoma in the cohort in 1995-2015 were identified and their gastrin levels were measured in the pre-diagnostic serum samples. Gastrin levels were analysed in relation to all-cause mortality until year 2020 using multivariable Cox regression providing hazard ratios (HRs) with 95% confidence intervals (CIs), adjusted for sex, age, body mass index (BMI), tobacco smoking, tumour stage, completeness of surgical resection, and peri-operative chemotherapy.Results: Among 172 patients with gastric adenocarcinoma, 81 (47%) had hypergastrinemia (serum gastrin >60 pmol/L) and 91 (53%) had normal gastrin level. The tumour location was proximal in 83 patients (43%) and distal in 78 (41%). Hypergastrinemia was not associated with any increased risk of all-cause mortality in all patients (adjusted HR 0.8, 95% CI 0.5-1.1), or in sub-groups of patients with proximal tumour location (HR 0.9, 95% CI 0.4-2.2) or distal tumour location (HR 0.9, 95% CI 0.5-1.7).Conclusion: This population-based cohort study indicates that hypergastrinemia may not increase the risk of mortality in patients with gastric adenocarcinoma.
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Affiliation(s)
- Eivind Ness-Jensen
- HUNT Research Centre, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Levanger, Norway.,Department of Medicine, Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway.,Upper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Erling Audun Bringeland
- Department of Gastrointestinal Surgery, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Patricia Mjønes
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Jesper Lagergren
- Upper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Jon Erik Grønbech
- Department of Gastrointestinal Surgery, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Helge Waldum
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Reidar Fossmark
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Gastroenterology and Hepatology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
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25
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E-cadherin Expression in Canine Gastric Carcinomas: Association with Clinicopathological Parameters. Vet Sci 2022; 9:vetsci9040172. [PMID: 35448670 PMCID: PMC9027758 DOI: 10.3390/vetsci9040172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 03/22/2022] [Accepted: 03/29/2022] [Indexed: 11/16/2022] Open
Abstract
E-cadherin (E-cad) is a cell-adhesion molecule known for its tumor-invasion suppressor function. E-cad expression was examined immunohistochemically in a series of canine tissue samples, including normal gastric mucosa (NGM; n = 3), gastric carcinomas (GC; n = 33), adjacent non-neoplastic mucosa (NNM; n = 32), neoplastic emboli (n = 16) and metastatic lesions (n = 9). The relationship between E-cad expression and clinicopathological features were investigated. In NGM, epithelial cells showed strong latero-lateral membranous expression of E-cad, and this pattern was considered normal. The membranous staining was preserved in all specimens of NNM (100%), whereas abnormal E-cad expression was found in 87.9% of the GCs. A marked difference in E-cad expression was observed between normal and malignant tissues (p < 0.0002). Abnormal E-cad expression was significantly more frequent in poorly/undifferentiated carcinomas (96%) and diffuse (95%) and indeterminate carcinomas (100%) than in well-differentiated/intestinal ones (62.5%; p = 0.0115 and p = 0.0392, respectively). There was significant association between abnormal E-cad expression and the depth of invasion (p = 0.0117), and the presence neoplastic emboli (p = 0.0194). No statistically significant differences in E-cad expression were observed concerning tumor location, histological type according to WHO classification, and presence of metastatic lesions. Therefore, deregulation of E-cad expression may play a role in canine gastric carcinogenesis and in tumor progression; moreover, it might be a prognostic tool for canine gastric cancer.
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Ooki A, Yamaguchi K. The dawn of precision medicine in diffuse-type gastric cancer. Ther Adv Med Oncol 2022; 14:17588359221083049. [PMID: 35281349 PMCID: PMC8908406 DOI: 10.1177/17588359221083049] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/31/2022] [Indexed: 12/24/2022] Open
Abstract
Gastric cancer (GC) is one of the most common malignancies worldwide. The histology- and morphology-based Lauren classification of GC has been widely used for over 50 years in clinical practice. The Lauren classification divides GC into intestinal and diffuse types, which have distinct etiology, molecular profiles, and clinicopathological features. Diffuse-type GC (DGC) accounts for approximately 30% of GCs. Tumor cells lack adhesion and infiltrate the stroma as single cells or small subgroups, leading to easy dissemination in the abdominal cavity. Clinically, DGC has aggressive traits with a high risk of recurrence and metastasis, which results in unfavorable prognosis. Although systemic chemotherapy is the main therapeutic approach for recurrent or metastatic GC patients, clinical benefits are limited for patients with DGC. Therefore, it is urgent to develop effective therapeutic strategies for DGC patients. Considerable research studies have characterized the molecular and genomic landscape of DGC, of which tight junction protein claudin-18 isoform 2 (CLDN18.2) and fibroblast growing factors receptor-2 isoform IIIb (FGFR2-IIIb) are the most attractive targets because of their close association with DGC. Recently, the impressive results of two phase II FAST and FIGHT trials demonstrate proof-of-concept, suggesting that anti-CLDN18.2 antibody (zolbetuximab) and FGFR2-IIIb antibody (bemarituzumab) are promising approaches for patients with CLDN18.2-positive and FGFR2-IIIb-positive GC, respectively. In this review, we summarize the clinicopathological features and molecular profiles of DGC and highlight a potential therapeutic target based on the findings of pivotal clinical trials.
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Affiliation(s)
- Akira Ooki
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo 135-8550, Japan
| | - Kensei Yamaguchi
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
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27
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Kumar V, Ramnarayanan K, Sundar R, Padmanabhan N, Srivastava S, Koiwa M, Yasuda T, Koh V, Huang KK, Tay ST, Ho SWT, Tan ALK, Ishimoto T, Kim G, Shabbir A, Chen Q, Zhang B, Xu S, Lam KP, Lum HYJ, Teh M, Yong WP, So JBY, Tan P. Single-Cell Atlas of Lineage States, Tumor Microenvironment, and Subtype-Specific Expression Programs in Gastric Cancer. Cancer Discov 2022; 12:670-691. [PMID: 34642171 PMCID: PMC9394383 DOI: 10.1158/2159-8290.cd-21-0683] [Citation(s) in RCA: 268] [Impact Index Per Article: 89.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 09/27/2021] [Accepted: 10/07/2021] [Indexed: 01/07/2023]
Abstract
Gastric cancer heterogeneity represents a barrier to disease management. We generated a comprehensive single-cell atlas of gastric cancer (>200,000 cells) comprising 48 samples from 31 patients across clinical stages and histologic subtypes. We identified 34 distinct cell-lineage states including novel rare cell populations. Many lineage states exhibited distinct cancer-associated expression profiles, individually contributing to a combined tumor-wide molecular collage. We observed increased plasma cell proportions in diffuse-type tumors associated with epithelial-resident KLF2 and stage-wise accrual of cancer-associated fibroblast subpopulations marked by high INHBA and FAP coexpression. Single-cell comparisons between patient-derived organoids (PDO) and primary tumors highlighted inter- and intralineage similarities and differences, demarcating molecular boundaries of PDOs as experimental models. We complemented these findings by spatial transcriptomics, orthogonal validation in independent bulk RNA-sequencing cohorts, and functional demonstration using in vitro and in vivo models. Our results provide a high-resolution molecular resource of intra- and interpatient lineage states across distinct gastric cancer subtypes. SIGNIFICANCE We profiled gastric malignancies at single-cell resolution and identified increased plasma cell proportions as a novel feature of diffuse-type tumors. We also uncovered distinct cancer-associated fibroblast subtypes with INHBA-FAP-high cell populations as predictors of poor clinical prognosis. Our findings highlight potential origins of deregulated cell states in the gastric tumor ecosystem. This article is highlighted in the In This Issue feature, p. 587.
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Affiliation(s)
- Vikrant Kumar
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore
| | | | - Raghav Sundar
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore.,Department of Haematology-Oncology, National University Cancer Institute, National University Health System, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,The N.1 Institute for Health, National University of Singapore, Singapore.,Singapore Gastric Cancer Consortium, Singapore
| | - Nisha Padmanabhan
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore
| | | | - Mayu Koiwa
- Gastrointestinal Cancer Biology, International Research Center for Medical Sciences (IRCMS), Kumamoto University, Kumamoto, Japan
| | - Tadahito Yasuda
- Gastrointestinal Cancer Biology, International Research Center for Medical Sciences (IRCMS), Kumamoto University, Kumamoto, Japan
| | - Vivien Koh
- Department of Haematology-Oncology, National University Cancer Institute, National University Health System, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Kie Kyon Huang
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore
| | - Su Ting Tay
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore
| | - Shamaine Wei Ting Ho
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Angie Lay Keng Tan
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore
| | - Takatsugu Ishimoto
- Gastrointestinal Cancer Biology, International Research Center for Medical Sciences (IRCMS), Kumamoto University, Kumamoto, Japan
| | - Guowei Kim
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Department of Surgery, University Surgical Cluster, National University Health System, Singapore
| | - Asim Shabbir
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Department of Surgery, University Surgical Cluster, National University Health System, Singapore
| | - Qingfeng Chen
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore.,Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, Singapore
| | - Biyan Zhang
- Singapore Immunology Network (SIgN), A*STAR, Singapore
| | - Shengli Xu
- Singapore Immunology Network (SIgN), A*STAR, Singapore.,Department of Physiology, National University of Singapore, Singapore
| | - Kong-Peng Lam
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, Singapore.,Singapore Immunology Network (SIgN), A*STAR, Singapore.,School of Biological Sciences, Nanyang Technological University, Singapore
| | | | - Ming Teh
- Department of Pathology, National University Health System, Singapore
| | - Wei Peng Yong
- Department of Haematology-Oncology, National University Cancer Institute, National University Health System, Singapore.,Singapore Gastric Cancer Consortium, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Jimmy Bok Yan So
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Singapore Gastric Cancer Consortium, Singapore.,Department of Surgery, University Surgical Cluster, National University Health System, Singapore.,Division of Surgical Oncology, National University Cancer Institute, Singapore
| | - Patrick Tan
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore.,Singapore Gastric Cancer Consortium, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore.,Department of Physiology, National University of Singapore, Singapore.,Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore.,SingHealth/Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore.,Corresponding Author: Patrick Tan, Cancer and Stem Cell Biology Program, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore. Phone: 65-6516-1783; Fax: 65-6221-2402; E-mail:
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Personalized Treatment of Advanced Gastric Cancer Guided by the MiniPDX Model. JOURNAL OF ONCOLOGY 2022; 2022:1987705. [PMID: 35126513 PMCID: PMC8813284 DOI: 10.1155/2022/1987705] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 01/03/2022] [Indexed: 12/04/2022]
Abstract
Background The morbidity and mortality of gastric cancer are high in China. There are challenges to develop precise and individualized drug regimens for patients with gastric cancer after a standard treatment. Choosing the most appropriate anticancer drug after a patient developing drug resistance is very important to improve the patient's prognosis. MiniPDX has been widely used as a new and reliable preclinical research model to predict the sensitivity of anticancer drugs. Methods The OncoVee® MiniPDX system developed by Shanghai LIDE Biotech Co., Ltd. was used to establish the MiniPDX models using specimens of patients with gastric cancer. The cancer tissues were biopsied under endoscopy, and then, the tumor cell suspension was prepared for a drug sensitivity test by subcutaneously implanting into Balb/c-nude mice. The selected optimal regimen obtained from the MiniPDX assay was used to treat patients with drug-resistant gastric cancer. Results We successfully established an individualized and sensitive drug screening system for four patients from January 2021 to July 2021. MiniPDX models identified potentially effective drugs for these four patients, with partial remission in two of the patients after treatment and disease progression in the remaining of two patients. Severe side effects from chemotherapy or targeted therapy were not observed in all patients. Conclusion Establishing a personalized drug screening system for patients with drug-resistant gastric cancer can guide the selection of clinical drugs, improve the clinical benefit of patients, and avoid ineffective treatments. It can be an effective supplement for treatment options.
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Chen T, Wu J, Cui C, He Q, Li X, Liang W, Liu X, Liu T, Zhou X, Zhang X, Lei X, Xiong W, Yu J, Li G. CT-based radiomics nomograms for preoperative prediction of diffuse-type and signet ring cell gastric cancer: a multicenter development and validation cohort. J Transl Med 2022; 20:38. [PMID: 35073917 PMCID: PMC8785479 DOI: 10.1186/s12967-022-03232-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 01/05/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The prevalence of diffuse-type gastric cancer (GC), especially signet ring cell carcinoma (SRCC), has shown an upward trend in the past decades. This study aimed to develop computed tomography (CT) based radiomics nomograms to distinguish diffuse-type and SRCC GC preoperatively. METHODS A total of 693 GC patients from two centers were retrospectively analyzed and divided into training, internal validation and external validation cohorts. Radiomics features were extracted from CT images, and the Lauren radiomics model was established with a support vector machine (SVM) classifier to identify diffuse-type GC. The Lauren radiomics nomogram integrating radiomics features score (Rad-score) and clinicopathological characteristics were developed and evaluated regarding prediction ability. Further, the SRCC radiomics nomogram designed to identify SRCC from diffuse-type GC was developed and evaluated following the same procedures. RESULTS Multivariate analysis revealed that Rad-scores was significantly associated with diffuse-type GC and SRCC (p < 0.001). The Lauren radiomics nomogram showed promising prediction performance with an area under the curve (AUC) of 0.895 (95%CI, 0.957-0.932), 0.841 (95%CI, 0.781-0.901) and 0.893 (95%CI, 0.831-0.955) in each cohort. The SRCC radiomics nomogram also showed good discrimination, with AUC of 0.905 (95%CI,0.866-0.944), 0.845 (95%CI, 0.775-0.915) and 0.918 (95%CI, 0.842-0.994) in each cohort. The radiomics nomograms showed great model fitness and clinical usefulness by calibration curve and decision curve analysis. CONCLUSION Our CT-based radiomics nomograms had the ability to identify the diffuse-type and SRCC GC, providing a non-invasive, efficient and preoperative diagnosis method. They may help guide preoperative clinical decision-making and benefit GC patients in the future.
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Affiliation(s)
- Tao Chen
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, Guangdong, China.
| | - Jing Wu
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Chunhui Cui
- Department of General Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, Guangdong, China
| | - Qinglie He
- Department of The First Clinical Medical College, Southern Medical University, Guangzhou, 510515, China
| | - Xunjun Li
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Weiqi Liang
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Xiaoyue Liu
- School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong Province, China
| | - Tianbao Liu
- School of Biomedical Engineering, Southern Medical University, Guangzhou, 510515, Guangdong Province, China
| | - Xuanhui Zhou
- Department of The First Clinical Medical College, Southern Medical University, Guangzhou, 510515, China
| | - Xifan Zhang
- Department of The First Clinical Medical College, Southern Medical University, Guangzhou, 510515, China
| | - Xiaotian Lei
- Department of General Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, Guangdong, China
| | - Wei Xiong
- Medical Imaging Center, Nanfang Hospital, Southern Medical University, No.1838, North Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Jiang Yu
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Guoxin Li
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, Guangdong, China.
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Zaragoza-Huesca D, Garrido-Rodríguez P, Jiménez-Fonseca P, Martínez de Castro E, Sánchez-Cánovas M, Visa L, Custodio A, Fernández-Montes A, Peñas-Martínez J, Morales del Burgo P, Gallego J, Luengo-Gil G, Vicente V, Martínez-Martínez I, Carmona-Bayonas A. Identification of Thrombosis-Related Genes in Patients with Advanced Gastric Cancer: Data from AGAMENON-SEOM Registry. Biomedicines 2022; 10:biomedicines10010148. [PMID: 35052827 PMCID: PMC8773420 DOI: 10.3390/biomedicines10010148] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 02/01/2023] Open
Abstract
Advanced gastric cancer is one of the most thrombogenic neoplasms. However, genetic mechanisms underlying this complication remain obscure, and the molecular and histological heterogeneity of this neoplasm hinder the identification of thrombotic biomarkers. Therefore, our main objective was to identify genes related to thrombosis regardless of Lauren subtypes. Furthermore, in a secondary exploratory study, we seek to discover thrombosis-associated genes that were specific to each TCGA molecular subtype. We designed a nested case-control study using the cohort of the AGAMENON national advanced gastric cancer registry. Ninety-seven patients were selected—48 with and 49 without venous thromboembolism (using propensity score matching to adjust for confounding factors)—and a differential gene expression array stratified by Lauren histopathological subtypes was carried out in primary tumor samples. For the secondary objective, the aforementioned differential expression analysis was conducted for each TCGA group. Fifteen genes were determined to be associated with thrombosis with the same expression trend in both the intestinal and diffuse subtypes. In thrombotic subjects, CRELD1, KCNH8, CRYGN, MAGEB16, SAA1, ARL11, CCDC169, TRMT61A, RIPPLY3 and PLA2G6 were underexpressed (adjusted-p < 0.05), while PRKD3, MIR5683, SDCBP, EPS8 and CDC45 were overexpressed (adjusted-p < 0.05), and correlated, by logistic regression, with lower or higher thrombotic risk, respectively, in the overall cohort. In each TCGA molecular subtype, we identified a series of genes differentially expressed in thrombosis that appear to be subtype-specific. We have identified several genes associated with venous thromboembolism in advanced gastric cancer that are common to Lauren intestinal and diffuse subtypes. Should these genetic factors be validated in the future, they could be complemented with existing clinical models to bolster the ability to predict thrombotic risk in individuals with advanced gastric adenocarcinoma.
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Affiliation(s)
- David Zaragoza-Huesca
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
| | - Pedro Garrido-Rodríguez
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
- Centro de Investigación Biomédica en Red de Enfermedades Raras, U-765-CIBERER, Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
| | - Paula Jiménez-Fonseca
- Department of Medical Oncology, Instituto de Investigación Sanitaria del Principado de Asturias—ISPA, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain;
| | - Eva Martínez de Castro
- Department of Medical Oncology, Hospital Universitario Marqués de Valdecilla, 39008 Santander, Spain;
| | - Manuel Sánchez-Cánovas
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
| | - Laura Visa
- Department of Medical Oncology, Hospital del Mar, 08003 Barcelona, Spain;
| | - Ana Custodio
- Department of Medical Oncology, Hospital Universitario La Paz, CIBERONC CB16/12/00398, 28046 Madrid, Spain;
| | - Ana Fernández-Montes
- Department of Medical Oncology, Complejo Hospitalario Universitario de Ourense, 32005 Ourense, Spain;
| | - Julia Peñas-Martínez
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
| | | | - Javier Gallego
- Department of Medical Oncology, Hospital General Universitario de Elche, 03203 Elche, Spain;
| | - Ginés Luengo-Gil
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
| | - Vicente Vicente
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
- Centro de Investigación Biomédica en Red de Enfermedades Raras, U-765-CIBERER, Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
| | - Irene Martínez-Martínez
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
- Centro de Investigación Biomédica en Red de Enfermedades Raras, U-765-CIBERER, Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
- Correspondence: ; Tel.: +34-968-341-990
| | - Alberto Carmona-Bayonas
- Centro Regional de Hemodonación, Department of Haematology and Medical Oncology, Hospital General Universitario Morales Meseguer, University of Murcia, IMIB-Arrixaca, 30003 Murcia, Spain; (D.Z.-H.); (P.G.-R.); (M.S.-C.); (J.P.-M.); (G.L.-G.); (V.V.); (A.C.-B.)
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Ma T, Wu Z, Zhang X, Xu H, Feng Y, Zhang C, Xie M, Yang Y, Zhang Y, Feng C, Sun G. Development and validation of a prognostic scoring model for mortality risk stratification in patients with recurrent or metastatic gastric carcinoma. BMC Cancer 2021; 21:1326. [PMID: 34895168 PMCID: PMC8666033 DOI: 10.1186/s12885-021-09079-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 11/29/2021] [Indexed: 12/27/2022] Open
Abstract
Background Survival times differ among patients with advanced gastric carcinoma. A precise and universal prognostic evaluation strategy has not yet been established. The current study aimed to construct a prognostic scoring model for mortality risk stratification in patients with advanced gastric carcinoma. Methods Patients with advanced gastric carcinoma from two hospitals (development and validation cohort) were included. Cox proportional hazards regression analysis was conducted to identify independent risk factors for survival. A prognostic nomogram model was developed using R statistics and validated both in bootstrap and external cohort. The concordance index and calibration curves were plotted to determine the discrimination and calibration of the model, respectively. The nomogram score and a simplified scoring system were developed to stratify patients in the two cohorts. Results Development and validation cohort was comprised of 401 and 214 gastric cancer patients, respectively. Mucinous or non-mucinous histology, ECOG score, bone metastasis, ascites, hemoglobin concentration, serum albumin level, lactate dehydrogenase level, carcinoembryonic antigen level, and chemotherapy were finally incorporated into prognostic nomogram. The concordance indices were 0.689 (95% CI: 0.664 ~ 0.714) and 0.673 (95% CI: 0.632 ~ 0.714) for bootstrap and external validation. 100 and 200 were set as the cut-off values of nomogram score, patients in development cohort were stratified into low-, intermediate- and high-risk groups with median overall survival time 15.8 (95% CI: 12.2 ~ 19.5), 8.4 (95% CI: 6.7 ~ 10.2), and 3.9 (95% CI: 2.7 ~ 5.2) months, respectively; the cut-off values also worked well in validation cohort with different survival time in subgroups. A simplified model was also established and showed good consistency with the nomogram scoring model in both of development and validation cohorts. Conclusion The prognostic scoring model and its simplified surrogate can be used as tools for mortality risk stratification in patients with advanced gastric carcinoma. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-09079-7.
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Affiliation(s)
- Tai Ma
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China
| | - Zhijun Wu
- Department of Oncology, Ma'anshan Municipal People's Hospital, Ma'anshan, Anhui, 243000, People's Republic of China
| | - Xiaopeng Zhang
- Department of Non-communicable Diseases and Health Education, Hefei Center for Disease Control and Prevention, Hefei, Anhui, 230061, People's Republic of China
| | - Hui Xu
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China.,Anhui Provincial Cancer Institute/Anhui Provincial Office for Cancer Prevention and Control, Hefei, Anhui, 230022, People's Republic of China
| | - Ying Feng
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China
| | - Cheng Zhang
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China.,Anhui Provincial Cancer Institute/Anhui Provincial Office for Cancer Prevention and Control, Hefei, Anhui, 230022, People's Republic of China
| | - Minmin Xie
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China
| | - Yahui Yang
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China
| | - Yi Zhang
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China
| | - Chong Feng
- Department of Non-communicable Diseases and Health Education, Hefei Center for Disease Control and Prevention, Hefei, Anhui, 230061, People's Republic of China
| | - Guoping Sun
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, Anhui, 230022, People's Republic of China. .,Anhui Provincial Cancer Institute/Anhui Provincial Office for Cancer Prevention and Control, Hefei, Anhui, 230022, People's Republic of China.
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Rahman SA, Maynard N, Trudgill N, Crosby T, Park M, Wahedally H, Underwood TJ, Cromwell DA. Prediction of long-term survival after gastrectomy using random survival forests. Br J Surg 2021; 108:1341-1350. [PMID: 34297818 PMCID: PMC10364915 DOI: 10.1093/bjs/znab237] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 06/03/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND No well validated and contemporaneous tools for personalized prognostication of gastric adenocarcinoma exist. This study aimed to derive and validate a prognostic model for overall survival after surgery for gastric adenocarcinoma using a large national dataset. METHODS National audit data from England and Wales were used to identify patients who underwent a potentially curative gastrectomy for adenocarcinoma of the stomach. A total of 2931 patients were included and 29 clinical and pathological variables were considered for their impact on survival. A non-linear random survival forest methodology was then trained and validated internally using bootstrapping with calibration and discrimination (time-dependent area under the receiver operator curve (tAUC)) assessed. RESULTS The median survival of the cohort was 69 months, with a 5-year survival of 53.2 per cent. Ten variables were found to influence survival significantly and were included in the final model, with the most important being lymph node positivity, pT stage and achieving an R0 resection. Patient characteristics including ASA grade and age were also influential. On validation the model achieved excellent performance with a 5-year tAUC of 0.80 (95 per cent c.i. 0.78 to 0.82) and good agreement between observed and predicted survival probabilities. A wide spread of predictions for 3-year (14.8-98.3 (i.q.r. 43.2-84.4) per cent) and 5-year (9.4-96.1 (i.q.r. 31.7-73.8) per cent) survival were seen. CONCLUSIONS A prognostic model for survival after a potentially curative resection for gastric adenocarcinoma was derived and exhibited excellent discrimination and calibration of predictions.
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Affiliation(s)
- S A Rahman
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - N Maynard
- Oxford University Hospitals NHS Trust, Oxford, UK
| | - N Trudgill
- Sandwell and West Birmingham NHS Trust, Birmingham, UK
| | - T Crosby
- Velindre Cancer Centre, Cardiff, UK
| | - M Park
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - H Wahedally
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - T J Underwood
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - D A Cromwell
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
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de la Fouchardiere C, Decoster L, Samalin E, Terret C, Kenis C, Droz JP, Coutzac C, Smyth E. Advanced oesophago-gastric adenocarcinoma in older patients in the era of immunotherapy. A review of the literature. Cancer Treat Rev 2021; 100:102289. [PMID: 34583303 DOI: 10.1016/j.ctrv.2021.102289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 09/05/2021] [Accepted: 09/06/2021] [Indexed: 12/15/2022]
Abstract
Gastric (G) and gastro-esophageal junction (GEJ) adenocarcinomas are of the most common and deadly cancers worldwide and affect mainly patients over 70 years at diagnosis. Older age has been associated in gastric cancers with distal tumour location, well-differentiated adenocarcinoma and microsatellite instability and is not identified itself as an independent prognostic factor. As immune checkpoint inhibitors recently changed the landmark of advanced G and GEJ adenocarcinomas treatment, we decided to perform a literature review to define the evidence-level of clinical data in older patients. This work underlined the lasting low -inclusion rate of older patients and -implementation rate of frailty screening tools in clinical trials in G/GEJ carcinomas. In the first-line metastatic setting, two prospective randomized phase III studies have specifically assessed the efficacy of chemotherapy in older patients with HER2-negative gastric cancers, demonstrating the feasibility of reduced dose oxaliplatin-based chemotherapy regimen in this population. Only few data are available in HER2-positive tumors, or in the second-line setting. Furthermore, no specific trial with immune checkpoint inhibitors was performed in older frail patients whereas their benefit/adverse events ratio make them attractive candidates in this patient's population. We conclude that older fit patients can be treated in the same way as younger ones and included in clinical trials. Improving the outcome of older frail patients should be the oncology community next focus by implementing targeted interventions before initiating cancer therapy and designing specific clinical trials. Frailty screening tools and geriatric data collection have to be implemented in routine-practice and clinical trials.
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Affiliation(s)
| | - L Decoster
- Department of Medical Oncology, Universitair Ziekenhuis Brussel (UZ Brussel), Vrije Universiteit Brussel (VUB), Brussels, Belgium.
| | - E Samalin
- Medical Oncology Department, Institut du Cancer de Montpellier (ICM), Univ. Montpellier, Montpellier, France.
| | - C Terret
- Medical Oncology Department, Centre Léon Bérard, 28 rue Laennec, Lyon, France
| | - C Kenis
- Department of General Medical Oncology and Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium; Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven - University of Leuven, Leuven, Belgium.
| | - J P Droz
- Medical Oncology, Claude-Bernard Lyon1 University, Lyon, France.
| | - C Coutzac
- Medical Oncology Department, Centre Léon Bérard, 28 rue Laennec, Lyon, France.
| | - E Smyth
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom.
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Carmona-Bayonas A, Jiménez-Fonseca P, Gallego J, Msaouel P. Causal Considerations Can Inform the Interpretation of Surprising Associations in Medical Registries. Cancer Invest 2021; 40:1-13. [PMID: 34709109 DOI: 10.1080/07357907.2021.1999971] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
An exploratory analysis of registry data from 2437 patients with advanced gastric cancer revealed a surprising association between astrological birth signs and overall survival (OS) with p = 0.01. After dichotomizing or changing the reference sign, p-values <0.05 were observed for several birth signs following adjustments for multiple comparisons. Bayesian models with moderately skeptical priors still pointed to these associations. A more plausible causal model, justified by contextual knowledge, revealed that these associations arose from the astrological sign association with seasonality. This case study illustrates how causal considerations can guide analyses through what would otherwise be a hopeless maze of statistical possibilities.
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Affiliation(s)
- Alberto Carmona-Bayonas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, UMU, IMIB, Murcia, Spain
| | - Paula Jiménez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - Javier Gallego
- Medical Oncology Department, Hospital General de Elche, Elche, Spain
| | - Pavlos Msaouel
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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The Prognostic Impact of Histology in Esophageal and Esophago-Gastric Junction Adenocarcinoma. Cancers (Basel) 2021; 13:cancers13205211. [PMID: 34680360 PMCID: PMC8533974 DOI: 10.3390/cancers13205211] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/11/2021] [Accepted: 10/13/2021] [Indexed: 12/18/2022] Open
Abstract
Stage significantly affects survival of esophageal and esophago-gastric junction adenocarcinomas (EA/EGJAs), however, limited evidence for the prognostic role of histologic subtypes is available. The aim of the study was to describe a morphologic approach to EA/EGJAs and assess its discriminating prognostic power. Histologic slides from 299 neoadjuvant treatment-naïve EA/EGJAs, resected in five European Centers, were retrospectively reviewed. Morphologic features were re-assessed and correlated with survival. In glandular adenocarcinomas (240/299 cases-80%), WHO grade and tumors with a poorly differentiated component ≥6% were the most discriminant factors for survival (both p < 0.0001), distinguishing glandular well-differentiated from poorly differentiated adenocarcinomas. Two prognostically different histologic groups were identified: the lower risk group, comprising glandular well-differentiated (34.4%) and rare variants, such as mucinous muconodular carcinoma (2.7%) and diffuse desmoplastic carcinoma (1.7%), versus the higher risk group, comprising the glandular poorly differentiated subtype (45.8%), including invasive mucinous carcinoma (5.7%), diffuse anaplastic carcinoma (3%), mixed carcinoma (6.7%) (CSS p < 0.0001, DFS p = 0.001). Stage (p < 0.0001), histologic groups (p = 0.001), age >72 years (p = 0.008), and vascular invasion (p = 0.015) were prognostically significant in the multivariate analysis. The combined evaluation of stage/histologic group identified 5-year cancer-specific survival ranging from 87.6% (stage II, lower risk) to 14% (stage IVA, higher risk). Detailed characterization of histologic subtypes contributes to EA/EGJA prognostic prediction.
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Tanaka H, Yoshii M, Imai T, Tamura T, Toyokawa T, Muguruma K, Hirakawa K, Ohira M. Clinical significance of coexisting histological diffuse type in stage II/III gastric cancer. Mol Clin Oncol 2021; 15:234. [PMID: 34650801 PMCID: PMC8506663 DOI: 10.3892/mco.2021.2397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 08/24/2021] [Indexed: 12/20/2022] Open
Abstract
Since 1965, the Laurén classification has been used most commonly for gastric adenocarcinoma, with two main types: intestinal type and diffuse type. Signet ring cell carcinoma (Sig) and non-solid poorly differentiated adenocarcinoma (Por2) are the histological forms of diffuse type that are often found in advanced tumors, and they seem to be associated with a poor prognosis. S-1-based adjuvant chemotherapy for patients with stage II/III gastric cancer has generally been accepted in Japan, but histological type does not alter treatment strategy. The aim of the present study was to investigate the prognostic impact of the histopathological mixture of Sig and Por2 in patients with stage II/III gastric cancer treated with S-1 adjuvant chemotherapy. The clinicopathological data of 968 patients with gastric carcinoma who underwent gastrectomy between 2007 and 2016 at Osaka City University Hospital were retrospectively analyzed. In the present study, tumors containing Sig or Por2 were classified as diffuse type, and those not containing them were classified as intestinal type. There were 307 cases of diffuse type and 661 cases of intestinal type. Diffuse type included 189 cases with Sig. A pathological diagnosis of Sig was an independent risk factor for peritoneal recurrence in patients with stage II/III gastric cancer. Patients with diffuse type had a worse overall survival rate than those with intestinal type at stage III gastric cancer. Among the patients who received S-1 adjuvant chemotherapy, the prognosis of patients with stage III gastric cancer with Sig but not Por2 was significantly worse compared with that of patients with intestinal type. Therefore, the present study revealed that the coexistence of Sig in the primary tumor was associated with a poor prognosis in patients with stage III gastric cancer. The current findings suggested that, since mixed Sig gastric cancer had a high risk of peritoneal recurrence even if adjuvant chemotherapy was performed, the pathological diagnosis should be considered when determining the therapeutic strategy for adjuvant chemotherapy in patients with stage III gastric cancer.
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Affiliation(s)
- Hiroaki Tanaka
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Mami Yoshii
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Takumi Imai
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Tatsuro Tamura
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Takahiro Toyokawa
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Kazuya Muguruma
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Kosei Hirakawa
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
| | - Masaichi Ohira
- Department of Gastroenterological Surgery, Osaka City University Graduate School of Medicine, Osaka 545-8585, Japan
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Ning FL, Zhang NN, Wang J, Jin YF, Quan HG, Pei JP, Zhao Y, Zeng XT, Abe M, Zhang CD. Prognostic value of modified Lauren classification in gastric cancer. World J Gastrointest Oncol 2021; 13:1184-1195. [PMID: 34616522 PMCID: PMC8465445 DOI: 10.4251/wjgo.v13.i9.1184] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 07/01/2021] [Accepted: 07/27/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND It remains controversial as to which pathological classification is most valuable in predicting the overall survival (OS) of patients with gastric cancer (GC). AIM To assess the prognostic performances of three pathological classifications in GC and develop a novel prognostic nomogram for individually predicting OS. METHODS Patients were identified from the Surveillance, Epidemiology, and End Results program. Univariate and multivariate analyses were performed to identify the independent prognostic factors. Model discrimination and model fitting were evaluated by receiver operating characteristic curves and Akaike information criteria. Decision curve analysis was performed to assess clinical usefulness. The independent prognostic factors identified by multivariate analysis were further applied to develop a novel prognostic nomogram. RESULTS A total of 2718 eligible GC patients were identified. The modified Lauren classification was identified as one of the independent prognostic factors for OS. It showed superior model discriminative ability and model-fitting performance over the other pathological classifications, and similar results were obtained in various patient settings. In addition, it showed superior net benefits over the Lauren classification and tumor differentiation grade in predicting 3- and 5-year OS. A novel prognostic nomogram incorporating the modified Lauren classification showed superior model discriminative ability, model-fitting performance, and net benefits over the American Joint Committee on Cancer 8th edition tumor-node-metastasis classification. CONCLUSION The modified Lauren classification shows superior net benefits over the Lauren classification and tumor differentiation grade in predicting OS. A novel prognostic nomogram incorporating the modified Lauren classification shows good model discriminative ability, model-fitting performance, and net benefits.
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Affiliation(s)
- Fei-Long Ning
- Department of General Surgery, Xuzhou Hospital of Traditional Chinese Medicine, Xuzhou 221000, Jiangsu Province, China
| | - Nan-Nan Zhang
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, The Fourth Military Medical University, Xi’an 710000, Shannxi Province, China
| | - Jun Wang
- Department of General Surgery, Xuzhou Hospital of Traditional Chinese Medicine, Xuzhou 221000, Jiangsu Province, China
| | - Yi-Feng Jin
- Department of General Surgery, Jiading Hospital of Traditional Chinese Medicine, Shanghai 201800, China
| | - Hong-Guang Quan
- Department of General Surgery, Xuzhou Hospital of Traditional Chinese Medicine, Xuzhou 221000, Jiangsu Province, China
| | - Jun-Peng Pei
- Department of Gastrointestinal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, Liaoning Province, China
| | - Yan Zhao
- Department of Stomach Surgery, Liaoning Cancer Hospital and Institute, Cancer Hospital of China Medical University, Shenyang 110042, Liaoning Province, China
| | - Xian-Tao Zeng
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei Province, China
- Department of Evidence-Based Medicine and Clinical Epidemiology, The Second Clinical College of Wuhan University, Wuhan 430071, Hubei Province, China
| | - Masanobu Abe
- Division for Health Service Promotion, The University of Tokyo, Tokyo 113-0033, Japan
| | - Chun-Dong Zhang
- Department of Gastrointestinal Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang 110032, Liaoning Province, China
- Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
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Sandø AD, Fougner R, Grønbech JE, Bringeland EA. The value of restaging CT following neoadjuvant chemotherapy for resectable gastric cancer. A population-based study. World J Surg Oncol 2021; 19:212. [PMID: 34256790 PMCID: PMC8278640 DOI: 10.1186/s12957-021-02313-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 06/22/2021] [Indexed: 12/15/2022] Open
Abstract
Background Response evaluation following neoadjuvant chemotherapy (NAC) in gastric cancer is debated. The aim of this study was to investigate the value of UICC-downstaging as mode of response evaluation following a MAGIC-style regimen of NAC. Methods Retrospective, population-based study on consecutive patients with resectable gastric adenocarcinoma receiving NAC from 2007 to 2016. CT-scan was obtained at diagnosis (rTNM) and repeated following NAC (yrTNM) to evaluate response in terms of downstaging. Further, yrTNM stage was crosstabulated to pathologic stage (ypTNM) to depict correlation between radiologic and pathologic assessment. Results Of 171 patients receiving NAC, 169 were available for response evaluation. For TNM-stages, 43% responded, 50% had stable disease and 7% progressed at CT. Crosstabulating yrTNM stage to ypTNM stage, 24% had concordant stages, with CT overstaging 38% and understaging 38% of the tumours, Cohen kappa ƙ = 0,06 (95%CI 0.004–0.12). Similar patterns of discordance were found for T-stages and N-stages separately. For M-category, restaging CT detected 12 patients with carcinomatosis, with an additional 14 diagnosed with carcinomatosis only at operation. No patient developed parenchymal or extra abdominal metastases, and none developed locally non-resectable tumour during delivery of NAC. Restaging CT with response evaluation was not able to stratify patients into groups of different long-term survival rates based on response mode. Conclusions Routine CT-scan following NAC is of limited value. Accuracy of CT staging compared to final pathologic stage is poor, and radiologic downstaging as measure of response evaluation is unreliable and unable to discriminate long-term survival rates based on response mode.
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Affiliation(s)
- Alina Desiree Sandø
- Department of Gastrointestinal Surgery, St. Olavs Hospital, Trondheim University Hospital, 7006, Trondheim, Norway. .,Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.
| | - Reidun Fougner
- Department of Radiology St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Jon Erik Grønbech
- Department of Gastrointestinal Surgery, St. Olavs Hospital, Trondheim University Hospital, 7006, Trondheim, Norway.,Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Erling Audun Bringeland
- Department of Gastrointestinal Surgery, St. Olavs Hospital, Trondheim University Hospital, 7006, Trondheim, Norway.,Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
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Alvarez-Manceñido F, Jimenez-Fonseca P, Carmona-Bayonas A, Arrazubi V, Hernandez R, Cano JM, Custodio A, Pericay Pijaume C, Aguado G, Martínez Lago N, Sánchez Cánovas M, Cacho Lavin D, Visa L, Martinez-Torron A, Arias-Martinez A, López F, Limón ML, Vidal Tocino R, Fernández Montes A, Alsina M, Pimentel P, Reguera P, Martín Carnicero A, Ramchandani A, Granja M, Azkarate A, Martín Richard M, Serra O, Hernández Pérez C, Hurtado A, Gil-Negrete A, Sauri T, Morales Del Burgo P, Gallego J. Is advanced esophageal adenocarcinoma a distinct entity from intestinal subtype gastric cancer? Data from the AGAMENON-SEOM Registry. Gastric Cancer 2021; 24:926-936. [PMID: 33651195 DOI: 10.1007/s10120-021-01169-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 02/02/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Advanced esophageal adenocarcinoma (EAC) is generally treated similarly to advanced gastroesophageal junction (GEJ-AC) and gastric (GAC) adenocarcinomas, although GAC clinical trials rarely include EAC. This work sought to compare clinical characteristics and treatment outcomes of advanced EAC with those of GEJ-AC and GAC and examine prognostic factors. PATIENTS AND METHODS Participants comprised patients with advanced EAC, intestinal GEJ-AC, and GAC treated with platin and fluoropyrimidine (plus trastuzumab when HER2 status was positive). Overall and progression-free survival were estimated using the Kaplan-Meier method. Cox proportional hazards regression gauged the prognostic value of the AGAMENON model. RESULTS Between 2008 and 2019, 971 participants from the AGAMENON-SEOM registry were recruited at 35 centers. The sample included 67.3% GAC, 13.3% GEJ-AC, and 19.4% EAC. Pulmonary metastases were most common in EAC and peritoneal metastases in GAC. Median PFS and OS were 7.7 (95% CI 7.3-8.0) and 13.9 months (12.9-14.7). There was no difference in PFS or OS between HER2- and HER2+ tumors from the three locations (p > 0.05). Five covariates were found to be prognostic for the entire sample: ECOG-PS, histological grade, number of metastatic sites, NLR, and HER2+ tumors treated with trastuzumab. In EAC, the same variables were prognostic except for grade. The favorable prognosis for HER2+ cancers treated with trastuzumab was homogenous for all three subgroups (p = 0.351) and, after adjusting for the remaining covariates, no evidence supported primary tumor localization as a prognostic factor (p = 0.331). CONCLUSION Our study supports the hypothesis that EAC exhibits clinicopathological characteristics, prognostic factors, and treatment outcomes comparable to intestinal GEJ-AC and GAC.
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Affiliation(s)
- Felipe Alvarez-Manceñido
- Pharmacy Department, Hospital Universitario Central de Asturias, Avenida Roma s/n, 33011, Oviedo, Spain.
| | - Paula Jimenez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - Alberto Carmona-Bayonas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, University of Murcia, IMIB, Murcia, Spain
| | - Virginia Arrazubi
- Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Raquel Hernandez
- Medical Oncology Department, Hospital Universitario de Canarias, Tenerife, Spain
| | - Juana M Cano
- Medical Oncology Department, Hospital General Universitario de Ciudad Real, Ciudad Real, Spain
| | - Ana Custodio
- Medical Oncology Department, Hospital Universitario La Paz, CIBERONC CB16/12/00398, Madrid, Spain
| | | | - Gema Aguado
- Medical Oncology Department, Hospital Universitario Gregorio Marañón, Madrid, Spain
| | - Nieves Martínez Lago
- Medical Oncology Department, Complejo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | - Manuel Sánchez Cánovas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, Murcia, Spain
| | - Diego Cacho Lavin
- Medical Oncology Department, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - Laura Visa
- Medical Oncology Department, Hospital Universitario El Mar, Barcelona, Spain
| | - Alba Martinez-Torron
- Pharmacy Department, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Aranzazu Arias-Martinez
- Pharmacy Department, Hospital Universitario Central de Asturias, Avenida Roma s/n, 33011, Oviedo, Spain
| | - Flora López
- Medical Oncology Department, Hospital Universitario Doce de Octubre, Madrid, Spain
| | - M Luisa Limón
- Medical Oncology Department, Hospital Universitario Virgen del Rocío, Sevilla, Spain
| | - Rosario Vidal Tocino
- Medical Oncology Department, Complejo Asistencial Universitario de Salamanca-IBSAL, Salamanca, Spain
| | | | - Maria Alsina
- Medical Oncology Department, Hospital Universitario Vall d'Hebron, Vall Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Paola Pimentel
- Medical Oncology Department, Hospital General Universitario Santa Lucía, Cartagena, Spain
| | - Pablo Reguera
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Avinash Ramchandani
- Medical Oncology Department, Hospital Universitario Insular de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | - Mónica Granja
- Medical Oncology Department, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - Aitor Azkarate
- Medical Oncology Department, Hospital Universitario Son Espases, Mallorca, Spain
| | - Marta Martín Richard
- Medical Oncology Department, Hospital Universitario Santa Creu i Sant Pau, Barcelona, Spain
| | - Olbia Serra
- Medical Oncology Department, Catalan Institute of Oncology, L'Hospitalet, Spain
| | - Carolina Hernández Pérez
- Medical Oncology Department, Hospital Universitario Nuestra Señora de la Candelaria, Tenerife, Spain
| | - Alicia Hurtado
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, Madrid, Spain
| | - Aitziber Gil-Negrete
- Medical Oncology Department, Hospital Universitario Donostia, San Sebastián, Spain
| | - Tamara Sauri
- Medical Oncology Department, Hospital Clinic, IDIBAPS, Barcelona, Spain
| | | | - Javier Gallego
- Medical Oncology Department, Hospital General Universitario de Elche, Elche, Spain
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Jimenez-Fonseca P, Carmona-Bayonas A, Martinez-Torron A, Alsina M, Custodio A, Serra O, Cacho Lavin D, Limón ML, Sauri T, López F, Visa L, Granja M, Martínez Lago N, Arrazubi V, Vidal Tocino R, Hernandez R, Aguado G, Cano JM, Martín Carnicero A, Mangas M, Pimentel P, Fernández Montes A, Macias Declara I, Longo F, Ramchandani A, Martín Richard M, Hurtado A, Azkarate A, Hernández Pérez C, Serrano R, Gallego J. External validity of clinical trials with diverse trastuzumab-based chemotherapy regimens in advanced gastroesophageal adenocarcinoma: data from the AGAMENON-SEOM registry. Ther Adv Med Oncol 2021; 13:17588359211019672. [PMID: 34211587 PMCID: PMC8216357 DOI: 10.1177/17588359211019672] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Accepted: 04/29/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Trastuzumab combined with cisplatin and fluoropyrimidines, either capecitabine or 5-fluorouracile (XP/FP), is the standard first-line treatment for advanced, HER2-positive, gastric cancer patients based on the ToGA trial. Despite the lack of phase III trials, many clinicians administer trastuzumab with alternative regimens. One meta-analysis suggests that substituting cisplatin for oxaliplatin might lead to greater efficacy and less toxicity. METHODS 594 patients with HER2-positive gastroesophageal adenocarcinoma were recruited from the AGAMENON-SEOM registry. The objective was to evaluate the external validity of clinical trials with chemotherapy and trastuzumab. RESULTS The regimens used in at least 5% of the patients were XP (27%), oxaliplatin and capecitabine (CAPOX) (26%), oxaliplatin and 5-fluorouracil (FOLFOX) (14%), FP (14%), triplet with anthracycline/docetaxel (7%), and carboplatin-FU (5%). Median exposure to trastuzumab was longer with FOLFOX (11.4 months, 95% CI, 9.1-21.0) versus ToGA regimens (7.5, 6.4-8.5), p < 0.001. Patients with HER2-IHC 3+ cancers had higher response rates than those with IHC 2+/FISH+, odds-ratio 1.97 (95% CI, 1.25-3.09). The results achieved with CAPOX-trastuzumab were comparable to those attained with ToGA regimens. FOLFOX-trastuzumab was superior to ToGA schemes in terms of overall survival (OS), with a greater magnitude of effect in IHC 2+/FISH+ tumors (HR 0.47, 0.24-0.92) compared with IHC 3+ (HR 0.69, 0.49-0.96), and in diffuse (HR 0.37, 0.20-0.69) versus intestinal-type tumors (HR 0.76, 0.54-1.06). CONCLUSION We have updated the external validity of clinical trials with trastuzumab in first-line treatment of gastric cancer. Our data confirm the comparable outcomes of ToGA regimens and CAPOX-trastuzumab in clinical practice and point toward a possible benefit of FOLFOX-trastuzumab, contingent on the subtypes typically less sensitive to trastuzumab, to be confirmed in clinical trials.
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Affiliation(s)
- Paula Jimenez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - Alberto Carmona-Bayonas
- Medical Oncology Department, Hospital Universitario Morales Meseguer, Calle Marqués de los Vélez, s/n, Murcia, 30007, Spain
| | - Alba Martinez-Torron
- Pharmacy Department, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Maria Alsina
- Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona Vall Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ana Custodio
- Medical Oncology Department, Hospital Universitario La Paz, CIBERONC CB16/12/00398, Madrid, Spain
| | - Olbia Serra
- Medical Oncology Department, Catalan Institute of Oncology, L’Hospitalet, Spain
| | - Diego Cacho Lavin
- Medical Oncology Department, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - María Luisa Limón
- Medical Oncology Department, Hospital Universitario Virgen del Rocío, Sevilla, Spain
| | - Tamara Sauri
- Medical Oncology Department, Hospital Clinic, IDIBAPS, Barcelona, Spain
| | - Flora López
- Medical Oncology Department, Hospital Universitario Doce de Octubre, Madrid, Spain
| | - Laura Visa
- Medical Oncology Department, Hospital Universitario El Mar, Barcelona, Spain
| | - Mónica Granja
- Medical Oncology Department, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - Nieves Martínez Lago
- Medical Oncology Department, Complejo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | - Virginia Arrazubi
- Medical Oncology Department, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Rosario Vidal Tocino
- Medical Oncology Department, Complejo Asistencial Universitario de Salamanca-IBSAL, Salamanca, Spain
| | - Raquel Hernandez
- Medical Oncology Department, Hospital Universitario de Canarias, Tenerife, Spain
| | - Gema Aguado
- Medical Oncology Department, Hospital Universitario Gregorio Marañón, Madrid, Spain
| | - Juana María Cano
- Medical Oncology Department, Hospital General Universitario de Ciudad Real, Ciudad Real, Spain
| | | | - Monserrat Mangas
- Medical Oncology Department, Hospital Galdakao-Usansolo, Usansolo, Spain
| | - Paola Pimentel
- Medical Oncology Department, Hospital General Universitario Santa Lucía, Cartagena, Spain
| | | | | | - Federico Longo
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Avinash Ramchandani
- Medical Oncology Department, Hospital Universitario Insular de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | - Marta Martín Richard
- Medical Oncology Department, Hospital Universitario Santa Creu i Sant Pau, Barcelona, Spain
| | - Alicia Hurtado
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, Madrid, Spain
| | - Aitor Azkarate
- Medical Oncology Department, Hospital Universitario Son Espases, Mallorca, Spain
| | - Carolina Hernández Pérez
- Medical Oncology Department, Hospital Universitario Nuestra Señora de the Candelaria, Tenerife, Spain
| | - Raquel Serrano
- Medical Oncology Department, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Javier Gallego
- Medical Oncology Department, Hospital General Universitario of Elche, Elche, Spain
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Díaz Del Arco C, Ortega Medina L, Estrada Muñoz L, García Gómez de Las Heras S, Fernández Aceñero MJ. Is there still a place for conventional histopathology in the age of molecular medicine? Laurén classification, inflammatory infiltration and other current topics in gastric cancer diagnosis and prognosis. Histol Histopathol 2021; 36:587-613. [PMID: 33565601 DOI: 10.14670/hh-18-309] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Gastric cancer (GC) is the fifth most common cancer and the third cause of cancer-related deaths worldwide. In western countries, more than half of GC patients are diagnosed at advanced stages and 5-year survival rates range between 20-30%. The only curative treatment is surgery, and despite recent advances in oncological therapies, GC prognosis is still poor. The main prognostic tool for patient categorization and treatment selection is the TNM classification, but its limitations are being increasingly recognized. Early recurrences may occur in early-stage disease, and patients at the same stage show heterogeneous outcomes. Thus, there is a need to improve GC stratification and to identify new prognostic factors, which may allow us to select drug-susceptible populations, refine patient grouping for clinical trials and discover new therapeutic targets. Molecular classifications have been developed, but they have not been translated to the clinical practice. On the other hand, histological assessment is cheap and widely available, and it is still a mainstay in the era of molecular medicine. Furthermore, histological features are acquiring new roles as reflectors of the genotype-phenotype correlation, and their potential impact on patient management is currently being analyzed. The aim of this literature review is to provide a modern overview of the histological assessment of GC. In this study, we discuss recent topics on the histological diagnosis of GC, focusing on the current role of Laurén classification and the potential value of new histological features in GC, such as inflammatory infiltration and tumor budding.
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Affiliation(s)
- Cristina Díaz Del Arco
- Department of Surgical Pathology, Hospital Clínico San Carlos, Madrid, Spain.
- Complutense University of Madrid, Madrid, Spain
| | - Luis Ortega Medina
- Complutense University of Madrid, Madrid, Spain
- Department of Surgical Pathology, Hospital Clínico San Carlos, Madrid, Spain
| | | | | | - Mª Jesús Fernández Aceñero
- Complutense University of Madrid, Madrid, Spain
- Department of Surgical Pathology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
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Gallardo Martin E, Cousillas Castiñeiras A. Vitamin D modulation and microRNAs in gastric cancer: prognostic and therapeutic role. Transl Cancer Res 2021; 10:3111-3127. [PMID: 35116620 PMCID: PMC8797897 DOI: 10.21037/tcr-20-2813] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 10/10/2020] [Indexed: 12/11/2022]
Abstract
Gastric adenocarcinoma arises after a complex interaction between the host and environmental factors. Tumor location and TNM are the tools that currently guide treatment decisions. Surgery is the only curative treatment, but relapse is common. After relapse or advanced staged disease survival is poor and systemic treatment has modestly improved survival. An association between sun exposure, vitamin D status and gastric cancer (GC) incidence and mortality has been reported. The molecular differences of the histological subtypes and the new molecular classifications account for the great heterogeneity of this disease and are the basis for the discovery of new therapeutic targets. New prognostic and predictive factors are essential and microRNAs (miRNAs) are endogenous small non-coding RNA molecules with a great potential for diagnosis, prognosis and treatment of cancer. There are hundreds of miRNAs with altered expression in tumor gastric tissue when compared to normal gastric tissue. Many of these miRNAs are associated with clinicopathological variables and survival in patients with GC. Furthermore, the expression of some of these miRNAs with prognostic importance in CG is influenced by vitamin D and others are mediators of some of the actions of this vitamin. This review aims to update the evidence on several miRNAs with prognostic value and therapeutic potential in GC, whose expression may be influenced by vitamin D or may regulate vitamin D signaling.
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Affiliation(s)
- Elena Gallardo Martin
- Medical Oncology Department in Complejo Hospitalario Universitario de Pontevedra, University Hospital of Pontevedra, CP 36001 Pontevedra, Spain
| | - Antia Cousillas Castiñeiras
- Medical Oncology Department in Complejo Hospitalario Universitario de Pontevedra, University Hospital of Pontevedra, CP 36001 Pontevedra, Spain
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Toyoshima O, Nishizawa T, Yoshida S, Aoki T, Nagura F, Sakitani K, Tsuji Y, Nakagawa H, Suzuki H, Koike K. Comparison of endoscopic gastritis based on Kyoto classification between diffuse and intestinal gastric cancer. World J Gastrointest Endosc 2021; 13:125-136. [PMID: 34046150 PMCID: PMC8134854 DOI: 10.4253/wjge.v13.i5.125] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 02/14/2021] [Accepted: 04/14/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Gastric cancers can be categorized into diffuse- and intestinal-type cancers based on the Lauren histopathological classification. These two subtypes show distinct differences in metastasis frequency, treatment application, and prognosis. Therefore, accurately assessing the Lauren classification before treatment is crucial. However, studies on the gastritis endoscopy-based Kyoto classification have recently shown that endoscopic diagnosis has improved. AIM To investigate patient characteristics including endoscopic gastritis associated with diffuse- and intestinal-type gastric cancers in Helicobacter pylori (H. pylori)-infected patients. METHODS Patients who underwent esophagogastroduodenoscopy at the Toyoshima Endoscopy Clinic were enrolled. The Kyoto classification included atrophy, intestinal metaplasia, enlarged folds, nodularity, and diffuse redness. The effects of age, sex, and Kyoto classification score on gastric cancer according to the Lauren classification were analyzed. We developed the Lauren predictive background score based on the coefficients of a logistic regression model using variables independently associated with the Lauren classification. Area under the receiver operative characteristic curve and diagnostic accuracy of this score were examined. RESULTS A total of 499 H. pylori-infected patients (49.6% males; average age: 54.9 years) were enrolled; 132 patients with gastric cancer (39 diffuse- and 93 intestinal-type cancers) and 367 cancer-free controls were eligible. Gastric cancer was independently associated with age ≥ 65 years, high atrophy score, high intestinal metaplasia score, and low nodularity score when compared to the control. Factors independently associated with intestinal-type cancer were age ≥ 65 years (coefficient: 1.98), male sex (coefficient: 1.02), high intestinal metaplasia score (coefficient: 0.68), and low enlarged folds score (coefficient: -1.31) when compared to diffuse-type cancer. The Lauren predictive background score was defined as the sum of +2 (age ≥ 65 years), +1 (male sex), +1 (endoscopic intestinal metaplasia), and -1 (endoscopic enlarged folds) points. Area under the receiver operative characteristic curve of the Lauren predictive background score was 0.828 for predicting intestinal-type cancer. With a cut-off value of +2, the sensitivity, specificity, and accuracy of the Lauren predictive background score were 81.7%, 71.8%, and 78.8%, respectively. CONCLUSION Patient backgrounds, such as age, sex, endoscopic intestinal metaplasia, and endoscopic enlarged folds are useful for predicting the Lauren type of gastric cancer.
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Affiliation(s)
- Osamu Toyoshima
- Department of Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan
| | - Toshihiro Nishizawa
- Department of Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan
- Department of Gastroenterology and Hepatology, International University of Health and Welfare, Narita Hospital, Narita 286-8520, Japan
| | - Shuntaro Yoshida
- Department of Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan
| | - Tomonori Aoki
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Fumiko Nagura
- Internal Medicine, Chitosefunabashi Ekimae Clinic, Tokyo 157-0054, Japan
| | - Kosuke Sakitani
- Department of Gastroenterology, Toyoshima Endoscopy Clinic, Tokyo 157-0066, Japan
- Department of Gastroenterology, Sakiatani Endoscopy Clinic, Narashino 275-0026, Japan
| | - Yosuke Tsuji
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Hayato Nakagawa
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Hidekazu Suzuki
- Department of Gastroenterology and Hepatology, Tokai University School of Medicine, Isehara 259-1193, Japan
| | - Kazuhiko Koike
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
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Díaz Del Arco C, Estrada Muñoz L, Ortega Medina L, Fernández Aceñero MJ. [Update on gastric cancer. New molecular classifications]. REVISTA ESPANOLA DE PATOLOGIA : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE ANATOMIA PATOLOGICA Y DE LA SOCIEDAD ESPANOLA DE CITOLOGIA 2021; 54:102-113. [PMID: 33726886 DOI: 10.1016/j.patol.2020.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 05/17/2020] [Accepted: 06/01/2020] [Indexed: 06/12/2023]
Abstract
Gastric cancer (GC) is an aggressive tumor, which is usually diagnosed at an advanced stage and shows high mortality rates. Several GC classifications have been published, based on features such as tumor location, endoscopic features or microscopic architecture. However, TNM stage remains the mainstay of GC management and treatment. In the last years, technical advances have allowed us to investigate the biological heterogeneity of GC and develop new molecular classifications. This knowledge may enhance current classifications, and has the potential to refine GC management and aid in the identification of new molecular targets. In this literature review we have summarized the main findings in epidemiology, screening, classification systems and treatment of GC, focusing on the molecular alterations and new molecular classifications published in the last years.
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Affiliation(s)
- Cristina Díaz Del Arco
- Universidad Complutense de Madrid, España; Anatomía Patológica, Hospital Clínico San Carlos, Madrid, España.
| | | | - Luis Ortega Medina
- Universidad Complutense de Madrid, España; Anatomía Patológica, Hospital Clínico San Carlos, Madrid, España
| | - Ma Jesús Fernández Aceñero
- Universidad Complutense de Madrid, España; Anatomía Patológica, Hospital General Universitario Gregorio Marañón, Madrid, España
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Schirren R, Novotny A, Slotta-Huspenina J, Friess H, Reim D. Novel Histologic Categorization Based on Lauren Histotypes Conveys Prognostic Information for Gastroesophageal Junction Cancers-Analysis from a Large Single Center Cohort in Germany. Cancers (Basel) 2021; 13:cancers13061303. [PMID: 33804009 PMCID: PMC8002040 DOI: 10.3390/cancers13061303] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/21/2021] [Accepted: 03/11/2021] [Indexed: 12/24/2022] Open
Abstract
Adenocarcinoma of the gastroesophageal junction (AEG) ranks among the most common cancers in the Western world with increasing incidence. However, the prognostic influence and applicability of the Lauren classification was not examined in detail before. The purpose of this analysis was to analyze the oncologic outcomes of GE-junction cancer related to the Lauren histotype in a large single center cohort. Data from the prospectively documented database of the Klinikum Rechts der Isar (TUM School of Medicine) for patients undergoing curatively intended oncologic resection for GE-junction cancer between 1984 and 2018 were extracted. Univariate and multivariate regression analyses were performed to identify predictors for overall survival. Kaplan-Meier analyses were done to investigate the survival rates according to the Lauren histotype. After identification of two distinct histologic categories with prognostic implications, propensity score matching (PSM) was performed to balance for confounders and evaluate its oncologic outcomes retrospectively. In the time period indicated, 1710 patients were treated for GE-junction cancer. Exclusion criteria were: R2-resections (n = 134), metastatic disease (n = 296), 30-day mortality (n = 45), Siewert type I (n = 21), and missing/incomplete data (n = 61). Finally, 1153 patients were analyzed. In a multiple variable analysis, age, UICC-stage, all Lauren histotypes, R-stage, and postoperative complications were significant predictors of overall survival. Kaplan Meier analysis demonstrated significant survival differences between intestinal, diffuse, and mixed Lauren-histotypes (p = 0.001 and p = 0.029). Survival rates were comparable between non-classifiable and intestinal Lauren-types (p = 0.16) and between diffuse and mixed types (p = 0.56). When combining non-classifiable, well, and moderately differentiated Lauren-types and combining poorly differentiated intestinal, diffuse, and mixed types, two highly prognostic groups were identified (p < 0.0001). This was confirmed after PSM for possible confounders. The Lauren histotypes demonstrate highly prognostic value after oncologic resection of GE-junction cancer (Siewert type II and type III) in a single center Western patient cohort. A simplified histotype classification based on Lauren subtypes revealed a clear distinction of prognostic groups and should be considered for further evaluation.
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Affiliation(s)
- Rebekka Schirren
- Department of Surgery, TUM School of Medicine, Ismaninger Strasse 22, 81675 Munich, Germany; (R.S.); (A.N.); (H.F.)
| | - Alexander Novotny
- Department of Surgery, TUM School of Medicine, Ismaninger Strasse 22, 81675 Munich, Germany; (R.S.); (A.N.); (H.F.)
| | - Julia Slotta-Huspenina
- Institute of Pathology, TUM School of Medicine, Ismaninger Strasse 22, 81675 Munich, Germany;
| | - Helmut Friess
- Department of Surgery, TUM School of Medicine, Ismaninger Strasse 22, 81675 Munich, Germany; (R.S.); (A.N.); (H.F.)
| | - Daniel Reim
- Department of Surgery, TUM School of Medicine, Ismaninger Strasse 22, 81675 Munich, Germany; (R.S.); (A.N.); (H.F.)
- Correspondence:
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Jimenez-Fonseca P, Carmona-Bayonas A, Martínez de Castro E, Custodio A, Pericay Pijaume C, Hernandez R, Aguado G, Castro Unanua N, Cano JM, López F, Garrido M, Fernández Montes A, Visa L, Sánchez Cánovas M, Limón ML, Martínez Lago N, Pimentel P, Hurtado A, Azkárate A, Longo F, Diez M, Arias-Martinez A, Sauri T, Martín Carnicero A, Mangas M, Martín Richard M, Granja M, Ramchandani A, Hernández Pérez C, Cerdá P, Gil-Negrete A, Calvo M, Vidal Tocino R, Gallego J. External validity of docetaxel triplet trials in advanced gastric cancer: are there patients who still benefit? Gastric Cancer 2021; 24:445-456. [PMID: 32970266 PMCID: PMC7902567 DOI: 10.1007/s10120-020-01116-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Accepted: 08/23/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND The purpose of our study was to develop an online calculator to estimate the effect of docetaxel triplets (DPF) in first line of advanced gastric cancer (AGC), and to assess the external validity of docetaxel trials in individual patients. METHODS The study includes patients with HER2(-) AGC treated with platin and fluoropyrimidine (PF) or with DPF in first line. Treatment effect and interactions were assessed using Bayesian accelerated failure time models. RESULT The series comprises 1376 patients; 238 treated with DPF and 1138 with PF between 2008 and 2019. DPF was associated with increased progression-free survival (PFS) and overall survival (OS) with time ratio (TR) 1.27 (95% credible interval [CrI], 1.15-1.40), and TR 1.19 (95% CrI, 1.09-1.27), respectively. Serious adverse events were more common with DPF, particularly hematological effects (32% vs 22%). Younger participants received greater DPF dose density without achieving greater disease control, while severe toxicity was likewise higher. DPF yielded superior OS in Lauren intestinal (TR 1.27, 95% CrI, 1.08-1.11) vs diffuse subtype (TR 1.17, 95% CrI, 1.09-1.24) and the probability of increasing OS > 15% was 90% vs 67% in each subtype, respectively. The effect dwindles over time, which can be attributed to pathological changes and clinical practice changes. CONCLUSION Our study confirms the effect of DPF is highly dependent on several clinical-pathological variables, with discreet and gradually declining benefit over platinum doublets in later years, at the expense of increased toxicity. These results may help to underpin the idea that external validity of AGC trials should be revised regularly.
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Affiliation(s)
- Paula Jimenez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Avenida Roma s/n, Oviedo, Spain.
| | - Alberto Carmona-Bayonas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, University of Murcia, IMIB, CP13/00126, PI17/0050 (ISCIII& FEDER), Murcia, Spain
- Fundación Séneca (04515/GERM/06), Murcia, Spain
| | - Eva Martínez de Castro
- Medical Oncology Department, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - Ana Custodio
- Medical Oncology Department, Hospital Universitario La Paz, CIBERONC CB16/12/00398, Madrid, Spain
| | | | - Raquel Hernandez
- Medical Oncology Department, Hospital Universitario de Canarias, Tenerife, Spain
| | - Gema Aguado
- Medical Oncology Department, Hospital Universitario Gregorio Marañón, Madrid, Spain
| | | | - Juana María Cano
- Medical Oncology Department, Hospital General Universitario de Ciudad Real, Ciudad Real, Spain
| | - Flora López
- Medical Oncology Department, Hospital Universitario Doce de Octubre, Madrid, Spain
| | - Marcelo Garrido
- Medical Oncology Department, Pontificia Universidad Católica de Chile, Santiago de Chile, Chile
| | | | - Laura Visa
- Medical Oncology Department, Hospital Universitario El Mar, Barcelona, Spain
| | - Manuel Sánchez Cánovas
- Hematology and Medical Oncology Department, Hospital Universitario Morales Meseguer, Murcia, Spain
| | - María Luisa Limón
- Medical Oncology Department, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Nieves Martínez Lago
- Medical Oncology Department, Complejo Hospitalario Universitario de A Coruña, Coruña, Spain
| | - Paola Pimentel
- Medical Oncology Department, Hospital Santa Lucía, Cartagena, Spain
| | - Alicia Hurtado
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, Madrid, Spain
| | - Aitor Azkárate
- Medical Oncology Department, Hospital Universitario Son Espases, Mallorca, Spain
| | - Federico Longo
- Medical Oncology Department, Hospital Universitario Ramón and Cajal, Madrid, Spain
| | - Marc Diez
- Medical Oncology Department, Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | | | - Tamara Sauri
- Medical Oncology Department, Hospital Clinic, Barcelona, Spain
| | | | - Monserrat Mangas
- Medical Oncology Department, Hospital Galdakao-Usansolo, Galdakao-Usansolo, Spain
| | - Marta Martín Richard
- Medical Oncology Department, Hospital Universitario Santa Creu i Sant Pau, Barcelona, Spain
| | - Mónica Granja
- Medical Oncology Department, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - Avinash Ramchandani
- Medical Oncology Department, Hospital Universitario Insular de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | - Carolina Hernández Pérez
- Medical Oncology Department, Hospital Universitario Nuestra Señora de la Candelaria, Tenerife, Spain
| | - Paula Cerdá
- Medical Oncology Department, Centro Médico Tecknon, Barcelona, Spain
| | - Aitziber Gil-Negrete
- Medical Oncology Department, Hospital Universitario de Donostia, San Sebastián, Spain
| | - Mariona Calvo
- Medical Oncology Department, Catalan Institute of Oncology, L'Hospitalet, Spain
| | - Rosario Vidal Tocino
- Medical Oncology Department, Complejo Asistencial Universitario de Salamanca, IBSAL, Salamanca, Spain
| | - Javier Gallego
- Medical Oncology Department, Hospital General Universitario de Elche, Elche, Spain
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Significance of Lauren Classification in Patients Undergoing Neoadjuvant/Perioperative Chemotherapy for Locally Advanced Gastric or Gastroesophageal Junction Cancers-Analysis from a Large Single Center Cohort in Germany. Cancers (Basel) 2021; 13:cancers13020290. [PMID: 33466779 PMCID: PMC7830383 DOI: 10.3390/cancers13020290] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 12/30/2020] [Accepted: 12/31/2020] [Indexed: 12/29/2022] Open
Abstract
Simple Summary Chemotherapy ahead of surgery is standard of care for locally advanced stomach cancer or cancer at the junction between esophagus and stomach in Europe. However, response to chemotherapy may depend on microscopic features of the tumor. Three types were defined before: intestinal, diffuse and mixed types. The authors aimed to investigate if these characteristics influence survival after end of treatment (chemotherapy+surgery) in a large cohort treated in a University hospital. It was found that intestinal type patients demonstrate longer survival after chemotherapy+surgery than those with diffuse types. In the mixed type group no clear conclusion regarding the effect of chemotherapy ahead of surgery may be taken. Conclusively, patients with diffuse type tumors do not benefit from chemotherapy ahead of surgery. Abstract Background: the purpose of this analysis was to analyze the outcomes of multimodal treatment that are related to Lauren histotypes in gastro-esophageal cancer (GEC). Methods: patients with GEC between 1986 and 2013 were analyzed. Uni- and multivariate regression analysis were performed to identify predictors for overall survival. Lauren histotype stratified overall survival (OS)-rates were analyzed by the Kaplan–Meier method. Further, propensity score matching (PSM) was performed to balance for confounders. Results: 1290 patients were analyzed. After PSM, the median survival was 32 months for patients undergoing primary surgery (PS) and 43 months for patients undergoing neoadjuvant chemotherapy (nCTx) ahead of surgery. For intestinal types, median survival time was 34 months (PS) vs. 52 months (nCTx+surgery) p = 0.07, 36 months (PS) vs. (31) months (nCTx+surgery) in diffuse types (p = 0.44) and 31 months (PS) vs. 62 months (nCTx+surgery) for mixed types (p = 0.28). Five-/Ten-year survival rates for intestinal, diffuse, and mixed types were 44/29%, 36/17%, and 43/33%, respectively. After PSM, Kaplan–Meier showed a survival benefit for patients undergoing nCTx+surgery in intestinal and mixed types. Conclusion: the Lauren histotype might be predictive for survival outcome in GEC-patients after neoadjuvant/perioperative chemotherapy.
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Yin X, Fang T, Wang Y, Wang Y, Zhang D, Li C, Xue Y. Prognostic significance of serum inflammation indexes in different Lauren classification of gastric cancer. Cancer Med 2021; 10:1103-1119. [PMID: 33410261 PMCID: PMC7897904 DOI: 10.1002/cam4.3706] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 12/14/2020] [Accepted: 12/15/2020] [Indexed: 02/06/2023] Open
Abstract
Background Inflammatory indexes are considered to be potential prognostic biomarkers for patients with gastric cancer (GC). However, little evidence has defined the prognostic significance of inflammatory indexes for GC with different Lauren classification. Methods A total of 852 patients with GC were randomly selected consecutively into intestinal type and diffuse/mixed type groups. Group bias was reduced by propensity score matching. The cutoff values of inflammatory indexes were analyzed by receiver operating characteristic curve. The Kaplan–Meier method and log‐rank test were used to analyze the overall survival (OS). The chi‐square test was used to analyze the association between inflammatory indexes and clinical characteristics. The independent risk factor for prognosis in each group was analyzed by univariate and multivariate analyses based on logistic regression. The nomogram models were constructed by R studio. Results Intestinal type GC patients (p < 0.05) had a lower percentage of neutrophils in stage I, higher percentage of neutrophils and higher platelet count in stage Ⅲ (p < 0.05). Systemic immune‐inflammation index (SII) (p < 0.001), pTNM stage (p < 0.001), and postoperative chemotherapy (p = 0.002) were independent risk factors for prognosis in the intestinal type group. Platelet–lymphocyte ratio (PLR) (p < 0.001) and pTNM stage (p = 0.001) were independent risk factors for prognosis in the diffuse/mixed type group. The area under the curve of the nomogram model in predicting 5‐year prognosis in the intestinal type group and diffuse/mixed type group were 0.807 and 0.788, respectively. Conclusion SII combined with postoperative chemotherapy and pTNM stage were used to construct a nomogram model to predict the prognosis of intestinal type GC. PLR combined with pTNM stage can be used to construct a nomogram model for diffuse/mixed type GC patients.
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Affiliation(s)
- Xin Yin
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
| | - Tianyi Fang
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
| | - Yimin Wang
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
| | - Yufei Wang
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
| | - Daoxu Zhang
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
| | - Chunfeng Li
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
| | - Yingwei Xue
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, China
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Slagter AE, Vollebergh MA, Jansen EPM, van Sandick JW, Cats A, van Grieken NCT, Verheij M. Towards Personalization in the Curative Treatment of Gastric Cancer. Front Oncol 2020; 10:614907. [PMID: 33330111 PMCID: PMC7734340 DOI: 10.3389/fonc.2020.614907] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 11/02/2020] [Indexed: 12/12/2022] Open
Abstract
Gastric cancer is the fifth most common cancer worldwide and has a high mortality rate. In the last decades, treatment strategy has shifted from an exclusive surgical approach to a multidisciplinary strategy. Treatment options for patients with resectable gastric cancer as recommended by different worldwide guidelines, include perioperative chemotherapy, pre- or postoperative chemoradiotherapy and postoperative chemotherapy. Although gastric cancer is a heterogeneous disease with respect to patient-, tumor-, and molecular characteristics, the current standard of care is still according to a one-size-fits-all approach. In this review, we discuss the background of the different treatment strategies in resectable gastric cancer including the current standard, the specific role of radiotherapy, and describe the current areas of research and potential strategies for personalization of therapy.
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Affiliation(s)
- Astrid E Slagter
- Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Marieke A Vollebergh
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Edwin P M Jansen
- Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Annemieke Cats
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Marcel Verheij
- Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, Netherlands
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Ness-Jensen E, Bringeland EA, Mattsson F, Mjønes P, Lagergren J, Grønbech JE, Waldum HL, Fossmark R. Hypergastrinemia is associated with an increased risk of gastric adenocarcinoma with proximal location: A prospective population-based nested case-control study. Int J Cancer 2020; 148:1879-1886. [PMID: 33091962 PMCID: PMC7984285 DOI: 10.1002/ijc.33354] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 10/12/2020] [Accepted: 10/14/2020] [Indexed: 12/15/2022]
Abstract
The incidence of proximal gastric adenocarcinoma is increasing among younger adults. Rodent models have shown that hypergastrinemia causes carcinogenesis in the proximal stomach. The aim of our study was therefore to assess if hypergastrinemia was associated with an increased risk of developing gastric adenocarcinoma also in humans. A prospective population‐based nested case‐control study within the Nord‐Trøndelag Health Study (HUNT) cohort, Norway, was used to assess this association. Serum was collected from 78 962 participants in 1995 to 1997 and 2006 to 2008. In the cohort, 181 incident gastric adenocarcinoma cases were identified from the Norwegian Cancer and Patient Registries through 2015 and matched with 359 controls. The risk of gastric adenocarcinoma was compared between participants with prediagnostic hypergastrinemia (>60 pmol/L) and normal serum gastrin (≤60 pmol/L). Logistic regression provided odds ratios (ORs) with 95% confidence intervals (CIs), adjusted for body mass index, tobacco smoking and comorbidity. Hypergastrinemia was associated with increased risk of gastric adenocarcinoma overall (OR 2.2, 95% CI 1.4‐3.4) and in particular for gastric adenocarcinoma with proximal location (OR 6.1, 95% CI 2.7‐13.8), but not with gastric adenocarcinoma with distal location (OR 1.7, 95% CI 0.9‐3.4). Moreover, hypergastrinemia was associated with an increased risk of gastric adenocarcinoma of intestinal histological type (OR 3.8, 95% CI 1.8‐7.9), but not for diffuse histological type (OR 1.6, 95% CI 0.7‐3.7). In conclusion, hypergastrinemia was associated with an increased risk of proximal and intestinal type gastric adenocarcinoma. What's new? The incidence of proximal gastric adenocarcinoma has been reported to increase among younger adults in Western countries. Rodent models have shown that serum gastrin levels above the normal range cause carcinogenesis in the proximal stomach. In this first prospective population‐based study on the association between hypergastrinemia and gastric adenocarcinoma, the risk of gastric adenocarcinoma in the proximal stomach, but not in the distal stomach, was markedly increased in hypergastrinemic individuals. The finding supports the hypothesis that hypergastrinemia mediates the development of gastric adenocarcinoma in the proximal stomach, where mucosal proliferation is stimulated by gastrin.
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Affiliation(s)
- Eivind Ness-Jensen
- HUNT Research Centre, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Levanger, Norway.,Department of Medicine, Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway.,Upper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Erling Audun Bringeland
- Department of Gastrointestinal Surgery, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Fredrik Mattsson
- Upper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Patricia Mjønes
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Jesper Lagergren
- Upper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.,School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Jon Erik Grønbech
- Department of Gastrointestinal Surgery, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Helge Lyder Waldum
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Reidar Fossmark
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Gastroenterology and Hepatology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
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