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Helal NS, Maher S, Samir S, Elmeligy HA, Aboul-Ezz MA, Aboushousha T, Moussa M. Assessing the diagnostic potential of SATB2 and β-catenin as biomarkers and therapeutic targets in pancreatic ductal adenocarcinoma. J Cancer Res Clin Oncol 2025; 151:56. [PMID: 39878802 PMCID: PMC11779791 DOI: 10.1007/s00432-024-06055-z] [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: 09/05/2024] [Accepted: 12/03/2024] [Indexed: 01/31/2025]
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) is associated with poor prognosis. The roles of the transcription factor special AT-rich binding protein-2 (SATB2) and β-catenin in PDAC have been a subject of controversy. We aimed to assess the diagnostic and prognostic impact of SATB2 and β-catenin in PDAC. METHODS We analyzed 44 paraffin-embedded tissue blocks along with corresponding blood and pancreatic tissues. We evaluated SATB2 expression using immunohistochemistry (IHC) and enzyme-linked immunosorbent assay (ELISA). β-catenin was assessed using IHC and real-time polymerase chain reaction (qPCR). RESULTS High SATB2 expression and low β-catenin expression were associated with a poor prognosis in PDAC, including advanced pathological tumor stage (pT-stage), pathological lymph node stage (pN-stage), and TNM stage. We found a positive correlation between SATB2 expression assessed by IHC and the concentration of SATB2 in both serum and tissue samples measured by ELISA. We observed a positive correlation between β-catenin expression assessed by IHC and β-catenin levels measured by qPCR. CONCLUSIONS SATB2 and β-catenin could provide valuable insights into the development of pancreatic cancer, and targeting them may be beneficial for the prevention and treatment of PDAC. The levels of SATB2 in serum show promise for the diagnosis and tumor invasion of pancreatic cancer.
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Affiliation(s)
- Noha Said Helal
- Department of Pathology, Theodor Bilharz Research Institute, Giza, 12411, Egypt
| | - Sara Maher
- Department of Immunology, Theodor Bilharz Research Institute, Giza, 12411, Egypt
| | - Safia Samir
- Department of Biochemistry and Molecular Biology, Theodor Bilharz Research Institute, Giza, Egypt.
| | - Hesham A Elmeligy
- Department of Surgery, Theodor Bilharz Research Institute, Giza, Egypt
| | - Mohammed A Aboul-Ezz
- Department of Hepatology and Gastroenterology, Theodor Bilharz Research Institute, Giza, Egypt
| | - Tarek Aboushousha
- Department of Pathology, Theodor Bilharz Research Institute, Giza, 12411, Egypt
| | - Mona Moussa
- Department of Pathology, Theodor Bilharz Research Institute, Giza, 12411, Egypt
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Baloyan E, Zohrabyan D, Safaryan L, Avagyan A, Harutyunyan L, Bardakhchyan V, Arakelyan J, Sargsyan A, Harutyunyan M, Mailyan M, Tamamyan G, Bardakhchyan S. Treatment and Outcomes of Pancreatic Cancer in Armenia: A Retrospective Study From Resource-Limited Settings. JCO Glob Oncol 2025; 11:e2400217. [PMID: 39883892 DOI: 10.1200/go.24.00217] [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: 05/21/2024] [Revised: 10/27/2024] [Accepted: 12/02/2024] [Indexed: 02/01/2025] Open
Abstract
PURPOSE Pancreatic cancer is one of the deadliest cancers in the world. In Armenia, it is 12th by incidence. The aim of this study is to evaluate treatment and outcomes of pancreatic cancer in Armenia during the past 12 years. METHODS This is a retrospective study with data from three oncology centers in Armenia: "Muratsan" Hospital of Yerevan State Medical University, Mikaelyan institute of surgery, and Yeolyan Hematology and Oncology Center. The information was obtained from the medical records of the patients with pancreatic cancer treated at these centers during January 1, 2010-January 1, 2022. Log-rank test and Kaplan-Meier curves were used for survival analysis. Cox regression analysis was performed for identification of main prognostic factors. RESULTS Of 70 patients involved in the final analysis, 45.7% was female. The median age at diagnosis was 63 years. The median follow-up time was 11 months (range, 2-146). A total of 11.4% of patients had stage I-II, 27.1% had stage III, and 60% had stage IV disease. The main independent prognostic factor for overall survival (OS) was the TNM stage, whereas grade of the tumor was not significant. The median OS was 11 months (range, 2-169 months): In stages I-III, patients who had surgery (44.4%) lived significantly longer than those who did not (20 v 11 months; P = .008). Main chemotherapy regimens were 5-fluorouracil, oxaliplatin, folinic acid and irinotecan (41.4%) and gemcitabine plus capecitabine (38.6%). No significant survival difference was found between these groups (13 v 11 months; P = .162). CONCLUSION Survival of patients with pancreatic cancer in Armenia is dismal, not exceeding 1 year. Hopefully, further research in the field and new treatment modalities will improve the situation.
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Affiliation(s)
- Elen Baloyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
- Immune Oncology Research Institute, Yerevan, Armenia
| | - Davit Zohrabyan
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
| | - Liana Safaryan
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
| | - Armen Avagyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia
- Department of Chemotherapy, Mikaelyan Institute of Surgery, Yerevan, Armenia
| | - Lilit Harutyunyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia
- Department of Chemotherapy, Mikaelyan Institute of Surgery, Yerevan, Armenia
| | | | - Jemma Arakelyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia
- Immune Oncology Research Institute, Yerevan, Armenia
- City University of Hong Kong, Kowloon, Hong Kong
| | - Amalya Sargsyan
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
- Immune Oncology Research Institute, Yerevan, Armenia
| | - Martin Harutyunyan
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
| | - Mariam Mailyan
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
| | - Gevorg Tamamyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia
- Immune Oncology Research Institute, Yerevan, Armenia
- Pediatric Cancer and Blood Disorders Center of Armenia, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
| | - Samvel Bardakhchyan
- Adults Solid Tumors Chemotherapy Department, Yeolyan Hematology and Oncology Center, Yerevan, Armenia
- Immune Oncology Research Institute, Yerevan, Armenia
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Rashad N, Gouda A, Sabra E, Youssef MA, Alshazly H, Samir S. Early Onset Pancreatic Adenocarcinoma (EOPAC): presentation, clinical course and treatment outcomes in comparison to Average Onset Pancreatic Adenocarcinoma (AOPAC): a retrospective cohort study. BMC Cancer 2024; 24:1289. [PMID: 39425084 PMCID: PMC11487769 DOI: 10.1186/s12885-024-12955-7] [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: 07/26/2024] [Accepted: 09/16/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND Pancreatic adenocarcinoma (PAC) is a disease of decimal prognosis, with around 50% of patients presenting with metastatic disease. Previous trials reported a high incidence of early onset pancreatic cancer (EOPAC) in Egypt, presenting about 25% of patients with PAC. The clinic-pathological features and prognosis of EOPAC needs more study. PATIENTS AND METHODS A retrospective analysis of patients' records at Shefa Al-Orman comprehensive cancer center database. Patients with histo-pathologically confirmed diagnosis of PAC. We categorized patients according to the age at diagnosis into EOPAC (≤ 50 years) and average onset PAC (AOPAC). Data on risk factors, family history, presenting symptoms, clinic-pathological features, treatment, and prognosis were extracted. Patients with histopathologically confirmed diagnosis of pancreatic cancer diagnosed between December 2016-December 2022 were included. RESULTS The study cohort consisted of 412 patients. EOPAC represented 20.3% of patients, with no significant differences in risk factors and family history compared to AOPAC. Duration of symptoms before diagnosis is longer in EOPAC, with the majority of EOPAC presenting with localized disease (23.8%) and locally advanced tumors (28.5%) compared to AOPAC. AOPAC presented more with metastatic disease (64% vs. 45.2%, p = 0.003). EOPAC are usually submitted to more aggressive treatment including radical surgery, neoadjuvant therapy, and aggressive chemotherapy regimens in metastatic disease. Disease free survival (DFS) of EOPAC was shorter than AOPAC (11 months vs. 17 months, p = 0.889), but overall survival OS was significantly longer in EOPAC (10 months vs. 6 months, p = 0.013). CONCLUSION Patients with EOPAC in Egypt represent around 25% of cases. EOPAC tend to have a shorter disease free survival (DFS) in patients presenting with localized disease. The overall survival (OS) is longer in EOPAC compared to AOPAC. Further studies are mandatory to identify the epidemiological and risk factors of EOPAC in Egypt.
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Affiliation(s)
- Noha Rashad
- Medical Oncology Department, Shefaa Al-Orman Oncology Hospital, Luxor, Egypt.
- Department OF clinical oncology, Faculty of medicine, Suez University, PO Box 43221, Suez, Egypt.
| | - Abdelrahman Gouda
- Medical Oncology Department, Shefaa Al-Orman Oncology Hospital, Luxor, Egypt
- Clinical oncology department, Aswan University, Aswan, Egypt
| | - Esraa Sabra
- Medical Oncology Department, Shefaa Al-Orman Oncology Hospital, Luxor, Egypt
| | - Mohamed A Youssef
- Department of internal medicine, Medical branch, University of Texas medical branch, USA, Galveston
| | - Hossam Alshazly
- Clinical pharmacy Department, Shefaa Al-Orman Oncology Hospital, Luxor, Egypt
| | - Sandra Samir
- Medical Oncology Department, Shefaa Al-Orman Oncology Hospital, Luxor, Egypt
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Kaabe S, Amiriani T, Teimoorian M, Besharat S, Salamat F, Hasanpour-Heidari S, Sedaghat S, Sadeghzadeh H, Roshandel G. Incidence Rates and Time Trends of Pancreatic Cancer in the Golestan Province, Northeastern Iran, 2006-2019. ARCHIVES OF IRANIAN MEDICINE 2024; 27:486-493. [PMID: 39465523 PMCID: PMC11496600 DOI: 10.34172/aim.31168] [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: 04/16/2024] [Accepted: 08/21/2024] [Indexed: 10/29/2024]
Abstract
BACKGROUND Pancreatic cancer (PC) is one of the most malignant cancers with a poor prognosis. Despite advances in the diagnosis and management of PC, the survival rate remains low. In Iran, the incidence of PC is increasing, with mortality rates nearly doubling over the past 25 years. Therefore, this study was designed to assess the temporal variations and incidence of PC in Golestan province, as a prominent hub for gastrointestinal cancers in Iran. METHODS In this cross-sectional study, patient information was obtained from the Golestan Population-Based Cancer Registry (GPCR) from 2006 to 2019. We calculated age-standardized incidence rates (ASRs) using the World standard population and reported the rates per 100000 persons-year. To compare ASRs across sexes and residence areas, incidence rate ratios (IRR) were calculated using Poisson regression models. We calculated the estimated annual percentage changes (EAPC) to assess time trends in incidence rates of PC in Golestan during the study period. RESULTS Among a total of 560 PC new cases (mean age of 63.72 years), 46.61% were diagnosed through clinical or paraclinical methods. The crude incidence rate and ASR were 2.24 and 2.95 (95% CI: 2.70‒3.20) per 100000 persons-year, respectively. The ASR of PC was significantly higher in males (3.78; 95% CI: 3.37‒4.19) than females (2.17; 95% CI: 1.88‒2.46) (IRR=1.71; P<0.01). The ASR was higher in the urban (3.23; 95% CI: 2.88‒3.58) compared to the rural population (2.65; 95% CI: 2.30‒3.00) (IRR=1.23; P=0.02). The ASR of PC increased from 1.97 to 3.53 during 2006 to 2019 with an EAPC of 4.39 (95% CI: -3.56 to 12.75). The EAPCs were 4.85% and 4.37% in women and men, respectively. CONCLUSION Our study showed that the incidence of PC is increasing in the Golestan province. Also, the incidence rate was higher in men, elderly people, and the urban population.
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Affiliation(s)
- Sajjad Kaabe
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
| | - Taghi Amiriani
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
| | - Mehrdad Teimoorian
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
- Stem Cell Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Sima Besharat
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
- Clinical Research Development Unit (CRDU), Sayad Shirazi Hospital, Golestan University of Medical Sciences, Gorgan, Iran
| | - Faezeh Salamat
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
| | - Susan Hasanpour-Heidari
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
| | | | - Hamideh Sadeghzadeh
- Deputy of Public Health, Golestan University of Medical Sciences, Gorgan, Iran
| | - Gholamreza Roshandel
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
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Dinagde TA, Abubeker Z. Surgical management of pancreatic cancer in Tikur Anbessa Specialized Hospital, Addis Ababa, Ethiopia: a 5 years retrospective descriptive study. BMC Surg 2024; 24:223. [PMID: 39103810 DOI: 10.1186/s12893-024-02503-2] [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: 08/28/2023] [Accepted: 02/12/2024] [Indexed: 08/07/2024] Open
Abstract
INTRODUCTION The incidence of Pancreatic cancer is different in different parts of the world. It is a cancer with the worst prognosis of all malignancies. Pancreatic cancer is predominantly a disease of an older population. There are different environmental (modifiable) and non-modifiable risk factors associated with the development of pancreatic cancer. At present, surgical resection is the only potential cure for pancreatic cancer. However, as only 10-20% of the patients have resectable disease at the time of diagnosis. The morbidities associated with surgeries for pancreatic cancers remain high though the post-operative mortality has shown significant reduction in the past few decades. So far, no study has been conducted to investigate pancreatic cancer in Ethiopia. OBJECTIVES To assess the clinico-pathologic profile, associated factors, surgical management and short-term outcome of patients with pancreatic cancer in Tikur Anbessa Specialized hospital. METHODS A 5 years retrospective hospital-based cross-sectional study was conducted on 52 patients operated with the diagnosis of pancreatic cancer with either curative or palliative intents. The study period was from April 2016 to July 2021. The data collected includes demographic profile, associated risk factors and comorbidities, clinical presentations, biochemical parameters, pathologic features of the tumors as well as type of treatment offered and short term treatment outcome. The data was analyzed using SPSS version 25. RESULT The mean and median age of patients was 54.1 and 54.5% respectively. Males constitute about 52% the patients. 21% of the patients have potential risk factors; whereas only 10 (19.2%) of the patients had medical comorbidities. Median duration of symptoms at diagnosis was 12 weeks. Abdominal pain (88.5%) was the most common presenting symptom followed by anorexia (80.8%) and significant weight loss (78.8%), while 71.2% of the patients have jaundice. On clinical evaluation, 69.2% were jaundiced, while 34.6% had a palpable gallbladder. More than two third of patients presented with advanced disease. 76.9% of the tumors are located in the head of pancreas. More than three quarters (77%) of the surgeries performed were palliative. Postoperative morbidity and mortality were 19.2% and 3.8% respectively. CONCLUSION Age at first diagnosis of pancreatic cancer is relatively earlier in our setup. Most patients present with advanced condition, only amenable for palliative measures. The post-operative morbidity and mortality are more or less comparable with similar studies. The need for adjuvant therapy in pancreatic cancer should be emphasized.
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Affiliation(s)
- Tesfaye Aga Dinagde
- Department of Surgery, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia.
| | - Zeki Abubeker
- Department of Surgery, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia
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Nakaganda A, Spencer A, Mpamani C, Nassolo C, Nambooze S, Wabinga H, Gemmell I, Jones A, Orem J, Verma A. Estimating regional and national cancer incidence in Uganda: a retrospective population-based study, 2013-2017. BMC Cancer 2024; 24:787. [PMID: 38956523 PMCID: PMC11218197 DOI: 10.1186/s12885-024-12543-9] [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: 02/23/2024] [Accepted: 06/20/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND Cancer is becoming a major health problem in Uganda. Cancer control requires accurate estimates of the cancer burden for planning and monitoring of the cancer control strategies. However, cancer estimates and trends for Uganda are mainly based on one population-based cancer registry (PBCR), located in Kampala, the capital city, due to a lack of PBCRs in other regions. This study aimed at estimating cancer incidence among the geographical regions and providing national estimates of cancer incidence in Uganda. METHODS A retrospective study, using a catchment population approach, was conducted from June 2019 to February 2020. The study registered all newly diagnosed cancer cases, in the period of 2013 to 2017, among three geographical regions: Central, Western and Eastern regions. Utilizing regions as strata, stratified random sampling was used to select the study populations. Cases were coded according to the International Classification of Diseases for Oncology (ICD-0-03). Data was analysed using CanReg5 and Microsoft Excel. RESULTS 11598 cases (5157 males and 6441 females) were recorded. The overall national age-standardized incidence rates (ASIR) were 82.9 and 87.4 per 100,000 people in males and females respectively. The regional ASIRs were: 125.4 per 100,000 in males and 134.6 per 100,000 in females in central region; 58.2 per 100,000 in males and 56.5 per 100,000 in females in Western region; and 46.5 per 100,000 in males and 53.7 per 100,000 in females in Eastern region. Overall, the most common cancers in males over the study period were cancers of the prostate, oesophagus, Kaposi's sarcoma, stomach and liver. In females, the most frequent cancers were: cervix, breast, oesophagus, Kaposi's sarcoma and stomach. CONCLUSION The overall cancer incidence rates from this study are different from the documented national estimates for Uganda. This emphasises the need to enhance the current methodologies for describing the country's cancer burden. Studies like this one are critical in enhancing the cancer surveillance system by estimating regional and national cancer incidence and allowing for the planning and monitoring of evidence-based cancer control strategies at all levels.
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Affiliation(s)
- Annet Nakaganda
- Uganda Cancer Institute, Kampala, Uganda.
- University of Manchester, Manchester Academic Health Sciences Centre , Manchester, UK.
| | - Angela Spencer
- University of Manchester, Manchester Academic Health Sciences Centre , Manchester, UK
| | | | | | - Sarah Nambooze
- Kampala Cancer Registry, Kampala, Uganda
- Makerere University College of Health Sciences, Kampala, Uganda
| | - Henry Wabinga
- Kampala Cancer Registry, Kampala, Uganda
- Makerere University College of Health Sciences, Kampala, Uganda
| | - Isla Gemmell
- University of Manchester, Manchester Academic Health Sciences Centre , Manchester, UK
| | - Andrew Jones
- University of Manchester, Manchester Academic Health Sciences Centre , Manchester, UK
| | | | - Arpana Verma
- University of Manchester, Manchester Academic Health Sciences Centre , Manchester, UK
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Maher S, Elmeligy HA, Aboushousha T, Helal NS, Ossama Y, Rady M, Hassan AMA, Kamel M. Synergistic immunomodulatory effect of synbiotics pre- and postoperative resection of pancreatic ductal adenocarcinoma: a randomized controlled study. Cancer Immunol Immunother 2024; 73:109. [PMID: 38662232 PMCID: PMC11045696 DOI: 10.1007/s00262-024-03686-6] [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: 01/12/2024] [Accepted: 03/19/2024] [Indexed: 04/26/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer with a highly immunosuppressive microenvironment. This single-blind, randomized study aimed to evaluate the synergistic immunomodulatory effects of synbiotics (probiotics and inulin prebiotics), as well as their impact on postoperative complications and outcomes, compared to the use of probiotics alone. Ninety patients diagnosed with PDAC were enrolled and randomly assigned into three groups: the placebo group, the probiotics group (receiving a mixture of ten strains of Lactobacillus, Bifidobacterium, and Streptococcus bacteria at a dose of 25 billion CFUs), and the synbiotics group (the same probiotics along with inulin prebiotics). The interventions were administered for 14 days before the surgery and continued for one month postoperatively. Tumor tissue infiltration of CD8 + T cells and the expression of IFN γ were assessed by immunohistochemistry (IHC). Inflammatory cytokines concentrations, including Il 1 B, IL 6, and IL 10, were evaluated as well by ELISA at various time points pre- and postoperative. Furthermore, patients were followed up after the surgery to assess postoperative short-term outcomes. Our results showed a significant elevation of CD8 + T cell proportion and IFN γ expression in the synbiotics group compared to the probiotics group (p = 0.049, p = 0.013, respectively). Inflammatory cytokines showed a significant gradual decrease in the synbiotics group compared to placebo and probiotics-treated groups (p = 0.000 for both). Administration of synbiotics and probiotics significantly decreased the rate of postoperative complications including anastomotic leakage, diarrhea, and abdominal distension (p = 0.032, p = 0.044, p = 0.042, respectively), with a remarkable reduction in bacteremia in the synbiotics group. These results revealed that this synbiotics formulation potentially enhances the immune response and reduces complications associated with surgery.Clinical trial identification: NCT06199752 (27-12-2023).
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Affiliation(s)
- Sara Maher
- Lecturer of Immunology, Immunology Department, Theodor Bilharz Research Institute, Giza, Egypt.
| | - Hesham A Elmeligy
- Associate Professor of General Surgery, Surgery Department, Theodor Bilharz Research Institute, Giza, Egypt
| | - Tarek Aboushousha
- Professor of Pathology, Pathology Department, Theodor Bilharz Research Institute, Giza, Egypt
| | - Noha Said Helal
- Associate Professor of Pathology, Pathology Department, Theodor Bilharz Research Institute, Giza, Egypt
| | - Yousra Ossama
- Lecturer of Pathology, Pathology Department, October 6 University, Giza, Egypt
| | - Mahmoud Rady
- Lecturer of Surgery, Department of Surgery, Theodor Bilharz Research Institute, Giza, Egypt
| | - Ahmed Mohamed A Hassan
- Professor of Surgery, Surgery Department, Theodor Bilharz Research Institute, Giza, Egypt
| | - Manal Kamel
- Professor of Immunology, Immunology Department, Theodor Bilharz Research Institute, Giza, Egypt
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Abu-Khudir R, Hafsa N, Badr BE. Identifying Effective Biomarkers for Accurate Pancreatic Cancer Prognosis Using Statistical Machine Learning. Diagnostics (Basel) 2023; 13:3091. [PMID: 37835833 PMCID: PMC10572229 DOI: 10.3390/diagnostics13193091] [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: 06/01/2023] [Revised: 09/08/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
Pancreatic cancer (PC) has one of the lowest survival rates among all major types of cancer. Consequently, it is one of the leading causes of mortality worldwide. Serum biomarkers historically correlate well with the early prognosis of post-surgical complications of PC. However, attempts to identify an effective biomarker panel for the successful prognosis of PC were almost non-existent in the current literature. The current study investigated the roles of various serum biomarkers including carbohydrate antigen 19-9 (CA19-9), chemokine (C-X-C motif) ligand 8 (CXCL-8), procalcitonin (PCT), and other relevant clinical data for identifying PC progression, classified into sepsis, recurrence, and other post-surgical complications, among PC patients. The most relevant biochemical and clinical markers for PC prognosis were identified using a random-forest-powered feature elimination method. Using this informative biomarker panel, the selected machine-learning (ML) classification models demonstrated highly accurate results for classifying PC patients into three complication groups on independent test data. The superiority of the combined biomarker panel (Max AUC-ROC = 100%) was further established over using CA19-9 features exclusively (Max AUC-ROC = 75%) for the task of classifying PC progression. This novel study demonstrates the effectiveness of the combined biomarker panel in successfully diagnosing PC progression and other relevant complications among Egyptian PC survivors.
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Affiliation(s)
- Rasha Abu-Khudir
- Chemistry Department, College of Science, King Faisal University, P.O. Box 380, Hofuf 31982, Al-Ahsa, Saudi Arabia
- Chemistry Department, Biochemistry Branch, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Noor Hafsa
- Computer Science Department, College of Computer Science and Information Technology, King Faisal University, P.O. Box 400, Hofuf 31982, Al-Ahsa, Saudi Arabia;
| | - Badr E. Badr
- Egyptian Ministry of Labor, Training and Research Department, Tanta 31512, Egypt;
- Botany Department, Microbiology Unit, Faculty of Science, Tanta University, Tanta 31527, Egypt
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Lee HS, Chae W, Sung MJ, Keum J, Jo JH, Chung MJ, Park JY, Park SW, Song SY, Park EC, Nam CM, Jang SI, Bang S. Difference of risk of pancreatic cancer in new-onset diabetes and long-standing diabetes: population-based cohort study. J Clin Endocrinol Metab 2022; 108:1338-1347. [PMID: 36548964 DOI: 10.1210/clinem/dgac728] [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] [Received: 09/06/2022] [Revised: 12/09/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022]
Abstract
CONTEXT Considering the absence of methods to find pancreatic cancer early, surveillance of high-risk groups is needed for early diagnosis. OBJECTIVE The study aimed to investigate the effect in the incidence of pancreatic cancer and the differences between new-onset DM (NODM) and long-standing DM (LSDM) since NODM group is a representative high-risk group. METHODS The Korean National Health Insurance Service-National Sample Cohort between 2002 and 2013 data was used. Regarding 88,396 people with DM (case group), we conducted a 1:1 propensity score matching to select a matched non-DM population (control group). To investigate the interaction between DM and the time variable distinguishing NODM and LSDM, we performed a multi-variable time-dependent Cox regression analysis. RESULTS The incidence of pancreatic cancer was higher in the DM group compared to the non-DM group (0.52% vs. 0.16%, P < 0.001). The DM group had shown different risk of pancreatic cancer development according to the duration since the DM diagnosis (NODM hazard ratio (HR): 3.81, 95% confidence interval (CI): 2.97-4.88, P < 0.001; LSDM HR: 1.53, 95% CI: 1.11-2.11, P < 0.001). When the NODM and the LSDM groups were compared, the risk of pancreatic cancer was higher in the NODM group than LSDM group (HR: 1.55, P = 0.020). In subgroup analysis, NODM group showed that men (HR = 4.42 95% CI: 3.15-6.19, P < 0.001) and patients who were in their 50 s (HR = 7.54, 95% CI: 3.24-17.56, P < 0.001) were at a higher risk of developing pancreatic cancer than matched same sex or age control group (non-DM population), respectively. CONCLUSION The risk of pancreatic cancer was greater in people with DM than non-DM population. Among people with DM, NODM showed a higher risk of pancreatic cancer than long standing DM.
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Affiliation(s)
- Hee Seung Lee
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Wonjeong Chae
- Department of Health Policy and Management, Yonsei University Graduate School of Public Health, Seoul, Republic of Korea
- Institute of Health Services Research, Yonsei University, Seoul, Republic of Korea
| | - Min Je Sung
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jiyoung Keum
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jung Hyun Jo
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Moon Jae Chung
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jeong Youp Park
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Woo Park
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Si Young Song
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun-Cheol Park
- Institute of Health Services Research, Yonsei University, Seoul, Republic of Korea
- Department of Preventive Medicine, College of Medicine, Yonsei University, Seoul, Republic of Korea
| | - Chung Mo Nam
- Department of Preventive Medicine, College of Medicine, Yonsei University, Seoul, Republic of Korea
- Department of Biostatics, College of Medicine, Yonsei University, Seoul, Republic of Korea
| | - Sung-In Jang
- Institute of Health Services Research, Yonsei University, Seoul, Republic of Korea
- Department of Preventive Medicine, College of Medicine, Yonsei University, Seoul, Republic of Korea
| | - Seungmin Bang
- Division of Gastroenterology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
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10
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Ramadan M, Hetta HF, Saleh MM, Ali ME, Ahmed AA, Salah M. Alterations in skin microbiome mediated by radiotherapy and their potential roles in the prognosis of radiotherapy-induced dermatitis: a pilot study. Sci Rep 2021; 11:5179. [PMID: 33664352 PMCID: PMC7933139 DOI: 10.1038/s41598-021-84529-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Accepted: 02/15/2021] [Indexed: 02/08/2023] Open
Abstract
Radiotherapy-induced dermatitis (RID) is an inflammatory cutaneous disorder that is acquired as an adverse effect of undergoing radiotherapy. Skin microbiome dysbiosis has been linked to the outcomes of several dermatological diseases. To explore the skin microbiota of RID and deduce their underlying impact on the outcome of RID, cutaneous microbiomes of 78 RID patients and 20 healthy subjects were characterized by sequencing V1-V3 regions of 16S rRNA gene. In total, a significantly apparent reduction in bacterial diversity was detected in microbiomes of RID in comparison to controls. Overall, the raised Proteobacteria/ Firmicutes ratio was significantly linked to delayed recovery or tendency toward the permanence of RID (Kruskal Wallis: P = 2.66 × 10–4). Moreover, applying enterotyping on our samples stratified microbiomes into A, B, and C dermotypes. Dermotype C included overrepresentation of Pseudomonas, Staphylococcus and Stenotrophomonas and was markedly associated with delayed healing of RID. Strikingly, coexistence of diabetes mellitus and RID was remarkably correlated with a significant overrepresentation of Klebsiella or Pseudomonas and Staphylococcus. Metabolic abilities of skin microbiome could support their potential roles in the pathogenesis of RID. Cutaneous microbiome profiling at the early stages of RID could be indicative of prospective clinical outcomes and maybe a helpful guide for personalized therapy.
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Affiliation(s)
- Mohammed Ramadan
- Microbiology and Immunology Department, Faculty of Pharmacy, Al-Azhar University-Assiut Branch, Assiut, 71526, Egypt
| | - Helal F Hetta
- Department of Medical Microbiology and Immunology, Faculty of Medicine, Assiut University, Assiut, 71515, Egypt. .,Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267-0595, USA.
| | - Moustafa M Saleh
- Microbiology and Immunology Department, Faculty of Pharmacy Port, Said University, Port Said, 42526, Egypt
| | - Mohamed E Ali
- Microbiology and Immunology Department, Faculty of Pharmacy, Al-Azhar University-Assiut Branch, Assiut, 71526, Egypt
| | - Ali Aya Ahmed
- Microbiology and Immunology Department, Faculty of Pharmacy, Sinai University, Ismaillia, 41611, Egypt
| | - Mohammed Salah
- Microbiology and Immunology Department, Faculty of Pharmacy Port, Said University, Port Said, 42526, Egypt
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11
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Abstract
Pancreatic cancer (PC) is an increasingly common disease worldwide. Having a better understanding of worldwide and regional epidemiologic features and risk factors of PC is essential to identify new approaches for prevention, early diagnosis, surveillance, and treatment. In this article, we review the epidemiologic features and risk factors for PC and discuss opportunities and challenges of PC future treatment.
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Affiliation(s)
- Wenhao Luo
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Jinxin Tao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Lianfang Zheng
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Taiping Zhang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China.,Clinical Immunology Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
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