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Yamaguchi K, Abdelbaky S, Yu L, Oakes CC, Abruzzo LV, Coombes KR. PLASMA: Partial LeAst Squares for Multiomics Analysis. Cancers (Basel) 2025; 17:287. [PMID: 39858069 PMCID: PMC11763701 DOI: 10.3390/cancers17020287] [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: 12/13/2024] [Revised: 01/06/2025] [Accepted: 01/14/2025] [Indexed: 01/27/2025] Open
Abstract
Background/Objectives: Recent growth in the number and applications of high-throughput "omics" technologies has created a need for better methods to integrate multiomics data. Much progress has been made in developing unsupervised methods, but supervised methods have lagged behind. Methods: Here we present the first algorithm, PLASMA, that can learn to predict time-to-event outcomes from multiomics data sets, even when some samples have only been assayed on a subset of the omics data sets. PLASMA uses two layers of existing partial least squares algorithms to first select components that covary with the outcome and then construct a joint Cox proportional hazards model. Results: We apply PLASMA to the stomach adenocarcinoma (STAD) data from The Cancer Genome Atlas. We validate the model both by splitting the STAD data into training and test sets and by applying them to the subset of esophageal cancer (ESCA) containing adenocarcinomas. We use the other half of the ESCA data, which contains squamous cell carcinomas dissimilar to STAD, as a negative comparison. Our model successfully separates both the STAD test set (p = 2.73 × 10-8) and the independent ESCA adenocarcinoma data (p = 0.025) into high-risk and low-risk patients. It does not separate the negative comparison data set (ESCA squamous cell carcinomas, p = 0.57). The performance of the unified multiomics model is superior to that of individually trained models and is also superior to an unsupervised method (Multi-Omics Factor Analysis; MOFA), which finds latent factors to be used as putative predictors in a post hoc survival analysis. Conclusions: Many of the factors that contribute strongly to the PLASMA model can be justified from the biological literature.
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Affiliation(s)
- Kyoko Yamaguchi
- Division of Hematology, Department of Internal Medicine, Ohio State University, Columbus, OH 43210, USA (C.C.O.)
| | - Salma Abdelbaky
- Division of Hematology, Department of Internal Medicine, Ohio State University, Columbus, OH 43210, USA (C.C.O.)
| | - Lianbo Yu
- Department of Biomedical Informatics, Ohio State University, Columbus, OH 43210, USA
| | - Christopher C. Oakes
- Division of Hematology, Department of Internal Medicine, Ohio State University, Columbus, OH 43210, USA (C.C.O.)
| | - Lynne V. Abruzzo
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Kevin R. Coombes
- Department of Biostatistics, Data Science, and Epidemiology, School of Public Health, Georgia Cancer Center at Augusta University, Augusta, GA 30912, USA
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Moradi L, Tajik F, Saeednejad Zanjani L, Panahi M, Gheytanchi E, Biabanaki ZS, Kazemi-Sefat GE, Hashemi F, Dehghan Manshadi M, Madjd Z. Clinical significance of CD166 and HER-2 in different types of gastric cancer. Clin Transl Oncol 2024; 26:664-681. [PMID: 37537510 DOI: 10.1007/s12094-023-03297-0] [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: 05/08/2023] [Accepted: 07/24/2023] [Indexed: 08/05/2023]
Abstract
INTRODUCTION Cluster of differentiation 166 (CD166), a cancer stem cell (CSC) marker, and human epidermal growth factor receptor 2 (HER-2) are expressed in a diversity of malignancies and is associated with tumor progression. Although studies regarding the importance of CSC markers and HER-2 in gastric cancer (GC) have rapidly developed, their clinicopathological, prognosis, and diagnosis value still remain unsatisfying in GC. Therefore, the present study aims to investigate the clinical, prognostic, and diagnostic significance of CD166 and HER-2 in different histological types of GC. MATERIALS AND METHODS Bioinformatic analysis was applied to determine the clinical importance of CD166 and HER-2 expression based on their tissue localization in primary GC tumors and the normal adjacent samples. The expression patterns, clinical significance, prognosis, and diagnosis value of CD166 and HER-2 proteins in tissue microarrays (TMAs) of 206 GC samples, including Signet Ring Cell (SRC) and intestinal types and also 28 adjacent normal tissues were evaluated using immunohistochemistry (IHC). RESULTS The results indicated that the expression of CD166 (membranous and cytoplasmic) and HER-2 were significantly up-regulated in tumor cells compared to adjacent normal tissues (P = 0.010, P < 0.001, and P = 0.011, respectively). A statistically significant association was detected between a high level of membranous expression of CD166 and lymphovascular invasion (P = 0.006); We also observed a statistically significant association between high cytoplasmic expression of CD166 protein and more invasion of the subserosa (P = 0.040) in the SRC type. In contrast, there was no correlation between the expression of HER-2 and clinicopathologic characteristics. Both CD166 and HER-2 showed reasonable accuracy and high specificity as diagnostic markers. CONCLUSION Our results confirmed that increased membranous and cytoplasmic expression of CD166 showed clinical significance in the SRC type and is associated with the progression of the disease and more aggressive tumor behaviors. These findings can be used to assist in designating subgroups of patients that require different follow-up strategies, and also, they might be utilized as the prognostic or diagnostic biomarkers in these types of GC for prospective clinical application.
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Affiliation(s)
- Leila Moradi
- Department of Pathology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Tajik
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Leili Saeednejad Zanjani
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Pathology and Genomic Medicine, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Mahshid Panahi
- Department of Pathology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Elmira Gheytanchi
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Sadat Biabanaki
- Faculty of Biological Sciences, Department of Genetics, Tarbiat Modares University, Tehran, Iran
| | - Golnaz Ensieh Kazemi-Sefat
- Faculty of Advanced Technologies in Medicine, Department of Molecular Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Farideh Hashemi
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
- Faculty of Advanced Technologies in Medicine, Department of Molecular Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Masoumeh Dehghan Manshadi
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
- Faculty of Advanced Technologies in Medicine, Department of Molecular Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Madjd
- Department of Pathology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.
- Faculty of Advanced Technologies in Medicine, Department of Molecular Medicine, Iran University of Medical Sciences, Tehran, Iran.
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Awadh M, Darwish A, Alqatari H, Buzaid FM, Darwish A. A descriptive analysis of gastric cancer with an immunohistochemical Study of Ki67 and p53 as prognostic factors.: Bahrain experience. Saudi Med J 2023; 44:1300-1309. [PMID: 38016751 PMCID: PMC10712787 DOI: 10.15537/smj.2023.44.12.20230246] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 11/05/2023] [Indexed: 11/30/2023] Open
Abstract
OBJECTIVES To describe the increasing number of gastric cancer cases at Bahrain Defense Force Hospital with implementation of immunohistochemistry markers as prognostic factors. METHODS This study included histologically confirmed malignant gastric tumors diagnosed at Bahrain Defense Force Hospital from January 2009 to June 2019. Various epidemiological and pathological data were abstracted and recorded with immunohistochemical analysis of the proliferation marker Ki67 and cell-cycle regulator p53 as prognostic factors. RESULTS A total of 53 patients with gastric cancer were included in the study, with mean age of 59.75 ± 12.9 years. The typical histological types were signet ring cell adenocarcinoma (68%) and intestinal type adenocarcinoma (17%). Helicobacter pylori and intestinal metaplasia were significantly associated with gastric cancer (p<0.01). The studied population's mortality was 39 (74%). The Ki67 proliferation index showed a mean and standard deviation of 67.09 ± 16.338, with a higher mortality rate in patients with low Ki67 but no difference in survival time. No statistically significant association was found between clinicopathological findings with p53 immunostaining positivity. CONCLUSION The common gastric cancers are signet ring cell adenocarcinoma and intestinal type adenocarcinoma, affecting a wide range of age groups (33-91 years), with those over 60 years at greater risk. Interestingly, low Ki67 is associated with a higher mortality rate, whereas p53 has no prognostic significance. Expression of both Ki67 and p53 showed no association with survival time.
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Affiliation(s)
- Mohmmed Awadh
- From the Department of Pathology (Awadh), from the Department of Pathology (Darwish), and from the Department of Training (Buzaid), Crown Prince Centre for Training and Medical Research, Bahrain Defense Force Royal Medical Services; from the Department of Surgery (Darwish, Alqatari), Royal College of Surgeons in Ireland - Medical University of Bahrain, Albussatun, Bahrain.
| | - Aysha Darwish
- From the Department of Pathology (Awadh), from the Department of Pathology (Darwish), and from the Department of Training (Buzaid), Crown Prince Centre for Training and Medical Research, Bahrain Defense Force Royal Medical Services; from the Department of Surgery (Darwish, Alqatari), Royal College of Surgeons in Ireland - Medical University of Bahrain, Albussatun, Bahrain.
| | - Huda Alqatari
- From the Department of Pathology (Awadh), from the Department of Pathology (Darwish), and from the Department of Training (Buzaid), Crown Prince Centre for Training and Medical Research, Bahrain Defense Force Royal Medical Services; from the Department of Surgery (Darwish, Alqatari), Royal College of Surgeons in Ireland - Medical University of Bahrain, Albussatun, Bahrain.
| | - Fatema M. Buzaid
- From the Department of Pathology (Awadh), from the Department of Pathology (Darwish), and from the Department of Training (Buzaid), Crown Prince Centre for Training and Medical Research, Bahrain Defense Force Royal Medical Services; from the Department of Surgery (Darwish, Alqatari), Royal College of Surgeons in Ireland - Medical University of Bahrain, Albussatun, Bahrain.
| | - Abdulla Darwish
- From the Department of Pathology (Awadh), from the Department of Pathology (Darwish), and from the Department of Training (Buzaid), Crown Prince Centre for Training and Medical Research, Bahrain Defense Force Royal Medical Services; from the Department of Surgery (Darwish, Alqatari), Royal College of Surgeons in Ireland - Medical University of Bahrain, Albussatun, Bahrain.
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Liu F, Wu X, Wang W, Chang J. A novel immunohistochemical score predicts the postoperative prognosis of gastric cancer patients. World J Surg Oncol 2023; 21:220. [PMID: 37491274 PMCID: PMC10369746 DOI: 10.1186/s12957-023-03113-7] [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: 04/15/2023] [Accepted: 07/12/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND AND AIM Immunohistochemistry indicators are increasingly being used to predict the survival prognosis of cancer patients after surgery. This study aimed to combine some markers to establish an immunohistochemical score (MSI-P53-Ki-67[MPK]) and stratify postoperative patients with gastric cancer according to the score. METHODS We used 245 patients who underwent surgery at one center as the training cohort and 111 patients from another center as the validation cohort. All patients were treated between January 2012 and June 2018. The training cohort was screened for prognostic factors, and MPK scores were established using univariate and multifactorial COX risk proportional models. Patients were prognostically stratified according to the MPK score after gastrectomy for gastric cancer. Overall survival (OS) and recurrence-free survival (RFS) rates were compared among low-, intermediate-, and high-risk groups using the Kaplan-Meier method, and survival curves were plotted. Finally, the MPK score was validated using the validation cohort. RESULTS In the training group, there were statistically significant differences in OS and RFS in the low, medium, and high-risk groups (P < 0.001). Thirty patients were in the high-risk group (12.2%). The median survival times of the three groups were 64.0, 44.0, and 23.0, respectively, and median times to recurrence were 54.0, 35.0, and 16.0 months, respectively. In the validation group, the prognosis in the three risk groups remained significantly different (P < 0.001). CONCLUSIONS The novel MPK score could effectively predict the postoperative OS and RFS of gastric cancer patients, risk-stratify postoperative patients, and identify postoperative high-risk patients for refined management.
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Affiliation(s)
- Feng Liu
- Department of Gastrointestinal Surgery, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, Jiangsu, 215300, People's Republic of China
| | - Xiaoyang Wu
- Department of Gastrointestinal Surgery, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, Jiangsu, 215300, People's Republic of China
| | - Weiping Wang
- Department of General Surgery, Kunshan Second People's Hospital, Suzhou, 215300, People's Republic of China
| | - Jun Chang
- Department of General Surgery, Kunshan Second People's Hospital, Suzhou, 215300, People's Republic of China.
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Luvhengo T, Molefi T, Demetriou D, Hull R, Dlamini Z. Use of Artificial Intelligence in Implementing Mainstream Precision Medicine to Improve Traditional Symptom-driven Practice of Medicine: Allowing Early Interventions and Tailoring better-personalised Cancer Treatments. ARTIFICIAL INTELLIGENCE AND PRECISION ONCOLOGY 2023:49-72. [DOI: 10.1007/978-3-031-21506-3_3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Wang M, Bi C, Li H, Lu L, Gao T, Huang P, Liu C, Wang B. The emerging double-edged sword role of Sirtuins in the gastric inflammation-carcinoma sequence revealed by bulk and single-cell transcriptomes. Front Oncol 2022; 12:1004726. [PMID: 36324577 PMCID: PMC9619065 DOI: 10.3389/fonc.2022.1004726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 09/12/2022] [Indexed: 12/03/2022] Open
Abstract
Histone modification and the inflammation-carcinoma sequence (ICS) have been acknowledgedly implicated in gastric carcinogenesis. However, the extremum expression of some histone modification genes (HMGs) in intestinal metaplasia (IM) rather than GC obscures the roles of HMGs in ICS. In this study, we assumed an explanation that the roles of HMGs in ICS were stage specific. Bulk RNA-seq on endoscopy biopsy samples from a total of 50 patients was accompanied by reanalysis of a set of published single-cell transcriptomes, which cross-sectionally profiled the transcriptomic features of chronic superficial gastritis (SG), atrophy gastritis (AG), IM, and early gastric cancer (GC). Differential analysis observed significantly peaked expression of SIRT6 and SIRT7 at IM. Weighted correlation network analysis on bulk transcriptome recognized significant correlations between SIRT1/6 and IM. The single-cell atlas identified one subgroup of B cells expressing high level of TFF1 (TFF1hi naive B cell) that theoretically played important roles in defending microbial infection, while SIRT6 displayed a positive correlation with TFF1low naive B cells. Moreover, gene set enrichment analysis at different lesions (SG-AG, AG-IM, and IM-GC) highlighted that gene sets contributing to IM, e.g., Brush Border, were largely enriched from co-expressing genes of Sirtuins (SIRTs) in AG-IM. Surveys of the genes negatively correlated with SIRT6 in public databases considered SIRT6 as tumor suppressors, which was confirmed by the cell proliferation and migration assays after transient transfection of SIRT6 overexpression vector into AGS cells. All the above observations were then confirmed by serial section-based immunohistochemistry against Ki-67, MUC2, MUC5AC, p53, and SIRT6 on the endoscopic submucosal dissection tissue. By contrast, the expression of the other HMGs varied even opposite within same family. Taken together, this study preliminarily demonstrated the two-edged sword role of SIRTs in ICS and, by extension, showed that the roles of HMGs in ICS were probably stage specific. Our study may provide new insights into and attract attention on gastric prevention and therapy targeting HMGs.
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Affiliation(s)
- Mengyang Wang
- Department of Immunology, Binzhou Medical University, Yantai, China
- Department of Gastroenterology, Binzhou Medical University Hospital, Binzhou, China
| | - Chenxiao Bi
- Department of Immunology, Binzhou Medical University, Yantai, China
- Department of Gastroenterology, Binzhou Medical University Hospital, Binzhou, China
| | - Hong Li
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, China
| | - Lizhen Lu
- Department of Pathology, Binzhou Medical University Hospital, Binzhou, China
| | - Tao Gao
- Department of Gastroenterology, Binzhou Medical University Hospital, Binzhou, China
| | - Panpan Huang
- Department of Immunology, Binzhou Medical University, Yantai, China
| | - Chengxia Liu
- Department of Gastroenterology, Binzhou Medical University Hospital, Binzhou, China
- *Correspondence: Chengxia Liu, ; Bin Wang,
| | - Bin Wang
- Department of Immunology, Binzhou Medical University, Yantai, China
- *Correspondence: Chengxia Liu, ; Bin Wang,
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Tawfeeq KT, Hamdi EA, Al-Azzo NS. An Immunohistochemical Assessment of Ki-67 and P53 Over-expression in Helicobacter pylori-positive Gastritis. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.8054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
AIM: Helicobacter pylori infection of the stomach is a common disease and the resulting changes from it are many and deserve to be in the focus of researchers’ attention, to assess the expression of mutant P53 protein and Ki-67 markers in patients with gastritis secondary to H. pylori.
METHODS: Thirty samples with positive H. pylori gastritis were included in a retrospective study in Mosul/Iraq. The histological parameters were assessed using the Sydney system, then, the expression of Ki-67 and P53 expression was studied by immunohistochemical methods. The significance level was appointed at (0.05).
RESULTS: Ki-67 and P53 expression were found in 83.3% of the total cases. The study results show that 92% of positive Ki-67 and P53 cases had chronic inflammatory cell infiltration, polymorph nuclear cells infiltration, and atrophy. Whereas 96% of positive Ki-67 cases had no metaplasia, 92% of the positive P53 cases had no metaplasia. The results also showed that only 16% of the positive Ki-67 cases had dysplastic changes, and 24% of the positive cases of P53 cases were showed dysplasia. whenever P53 was negative; there is neither metaplasia nor dysplasia in the tissue, this does not apply to Ki-67 negative cases.
CONCLUSIONS: Ki-67 and P53 expressions increase with chronicity of Helicobacter pylori-positive gastritis. P53 expression is amplified when atrophy is present in these samples.
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Creţu OI, Simionescu CE, Florescu MM, Stepan MD, Sapalidis K, Stepan AE. Immunoexpression of E-cadherin, CD44 and Claudin 7 in gastric adenocarcinomas. ROMANIAN JOURNAL OF MORPHOLOGY AND EMBRYOLOGY = REVUE ROUMAINE DE MORPHOLOGIE ET EMBRYOLOGIE 2022; 63:529-537. [PMID: 36588491 PMCID: PMC9926152 DOI: 10.47162/rjme.63.3.07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Gastric adenocarcinomas represent frequent malignant tumors in the digestive tract, with a high and constant mortality rate in last decades. The disturbance of the adhesion molecules expression, which normally is essential in maintaining epithelial homeostasis, has a critical role in the initiation and progression of tumors. In this study, we analyzed the immunoexpression of E-cadherin, cluster of differentiation 44 (CD44), and Claudin 7 in 58 cases of gastric adenocarcinomas, in relation to the histopathological parameters of the lesions' aggressiveness. Increased E-cadherin immunoexpression was observed in tubular adenocarcinomas, those of low grade and in stages I-III. CD44 presented high scores in discohesive, hepatoid, tubular, and tubulopapillary adenocarcinomas, those of high grade and in advanced stages. Claudin 7 associated increased scores for tubular, tubulopapillary and micropapillary tumors, those of low grade and mainly in stage I. The markers used in the study can be useful for assessing the aggressiveness of gastric adenocarcinomas, in the context of specific adapted therapy.
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Affiliation(s)
- Oana Iulia Creţu
- Department of Pathology, Discipline of Pediatrics, Department of Infant Care-Pediatrics-Neonatology, University of Medicine and Pharmacy of Craiova, Romania; ;
| | | | | | - Mioara Desdemona Stepan
- Department of Infant Care–Pediatrics–Neonatology,
University of Medicine and Pharmacy of Craiova, Romania
| | - Konstantinos Sapalidis
- 3rd Surgical Department, AHEPA University Hospital,
School of Medicine, Faculty of Health Sciences, Aristotle University of
Thessaloniki, Greece
| | - Alex Emilian Stepan
- Department of Pathology, University of Medicine and
Pharmacy of Craiova, Romania
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Relationship of prognostic factors in stomach cancer with Helicobacter pylori: A retrospective study. Acta Gastroenterol Belg 2022; 85:35-45. [PMID: 35304992 DOI: 10.51821/85.1.7352] [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: 11/21/2022]
Abstract
Background and study aims The prognostic value of H. pylori, which infects more than half of the human population living in the world and plays a role in gastric cancer pathogenesis, is controversial. Our aim is to investigate the relationship between H. pylori and prognostic factors in gastric cancer. Patients and methods The data of 110 patients (38 females and 72 males) that underwent surgeries due to gastric cancer between 2014 and 2017 were retrospectively analyzed. The relationships between survival (disease-free and overall) and factors such as p53, HER2/neu, Ki-67, neutrophil and platelet lymphocyte ratio (NLR / PLR), histopathological and demographic characteristics were examined. In addition, the results of H. pylori positive and negative groups were compared. Results Sixty-one (55%) patients were H. pylori negative and 49 (45%) were positive. In multivariate analysis, TNM stage, lymph node capsule invasion and NLR were determined as independent prognostic factors in both disease-free and overall survival. Age>62 and PLR>14.3 were determined as independent predictive factors of poor prognosis in overall survival. In univariate analysis, tumor diameter of >4.3 cm, lymphovascular and perineural invasion, and diffuse p53 expression were determined as predictive factors of poor prognosis in disease-free and overall survival. The effectiveness of these markers in prognosis was not different between H. pylori negative and positive groups. Conclusion While age, tumor diameter, TNM stage, lymph node capsule invasion, perineural and lymphovascular invasion, diffuse p53, PLR, and NLR were determined as prognostic factors in gastric cancer, these factors were not affected by the presence of H. pylori.
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Cancerous and non-neoplastic stem cells in the stomach similarly express CD44 and CD133. Acta Histochem 2021; 123:151787. [PMID: 34517259 DOI: 10.1016/j.acthis.2021.151787] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 08/14/2021] [Accepted: 09/01/2021] [Indexed: 12/17/2022]
Abstract
CD44 and CD133 have been considered as cancer stem cell (CSC) markers. Stem cell markers are rarely described in healthy stomach tissues. However, the clinicopathological and prognostic value of CD44 and CD133 in gastric cancer remains controversial. This study investigated the expression of CD44 and CD133 in gastric cancer and non-neoplastic gastric mucosa. We used samples of primary gastric adenocarcinomas (n = 69), metastatic lymph nodes (n = 30), intestinal metaplasia (n = 17), and histologically normal gastric tissues of surgical margins (n = 54). The expression of CD44 and CD133 were studied in samples by immunohistochemistry. Fisher's exact test and a logistic regression model were used in this study. CD44 expression was observed in 12% of samples with intestinal metaplasia, 20% with lymph node metastases, 22% with normal mucosa, to 30% of samples with primary tumors. Most of these positive tumors showed immunostaining in less than 4% of cancerous cells, mainly in the diffuse type. CD133 expression was observed in 7% (intestinal metaplasia) to 46% (normal mucosa). In the positive cases of cancer (24%), in most of them, less than 3% of cells were marked. CD44 and CD133 expression in the histologically normal gastric mucosa was restricted to the deeper regions of the gastric crypts at the level where stem cells and progenitor cells are usually found. CD44 and CD133 expression occurs in few gastric cancer cells, mainly in diffuse carcinomas, and are expressed in histologically normal gastric mucosae. None of the markers are specific for cancer and are also present in intestinal metaplasia and the normal mucosa.
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Relationship of prognostic factors in stomach cancer with helicobacter pylori: a retrospective study. Acta Gastroenterol Belg 2021; 84:607-617. [PMID: 34965043 DOI: 10.51821/84.4.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND AND STUDY AIMS The prognostic value of H. pylori, which infects more than half of the human population living in the world and plays a role in gastric cancer pathogenesis, is controversial. Our aim is to investigate the relationship between H. pylori and prognostic factors in gastric cancer. PATIENTS AND METHODS The data of 110 patients (38 females and 72 males) that underwent surgeries due to gastric cancer between 2014 and 2017 were retrospectively analyzed. The relationships between survival (disease-free and overall) and factors such as p53, HER2/neu, Ki-67, neutrophil and platelet lymphocyte ratio (NLR / PLR), histopathological and demographic characteristics were examined. In addition, the results of H. pylori positive and negative groups were compared. RESULTS Sixty-one (55%) patients were H. pylori negative and 49 (45%) were positive. In multivariate analysis, TNM stage, lymph node capsule invasion and NLR were determined as independent prognostic factors in both disease-free and overall survival. Age>62 and PLR>14.3 were determined as independent predictive factors of poor prognosis in overall survival. In univariate analysis, tumor diameter of >4.3 cm, lymphovascular and perineural invasion, and diffuse p53 expression were determined as predictive factors of poor prognosis in disease-free and overall survival. The effectiveness of these markers in prognosis was not different between H. pylori negative and positive groups. CONCLUSION While age, tumor diameter, TNM stage, lymph node capsule invasion, perineural and lymphovascular invasion, diffuse p53, PLR, and NLR were determined as prognostic factors in gastric cancer, these factors were not affected by the presence of H. pylori.
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