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Koopaie M, Arian-Kia S, Manifar S, Fatahzadeh M, Kolahdooz S, Davoudi M. Expression of Salivary miRNAs, Clinical, and Demographic Features in the Early Detection of Gastric Cancer: A Statistical and Machine Learning Analysis. J Gastrointest Cancer 2024; 56:15. [PMID: 39520622 DOI: 10.1007/s12029-024-01136-1] [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: 10/27/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVE Gastric cancer ranks as one of the top five deadliest cancers worldwide and is often diagnosed at late stages. Analysis of saliva may provide a non-invasive approach for detection of malignancies in organs associated with the oral cavity. This research aims to analyze salivary microRNA expression together with clinical and demographic features with the aim of diagnosing gastric cancer. MATERIALS The study included 19 patients with early-stage gastric cancer and 19 healthy controls. Saliva samples were collected and processed for RNA isolation. Salivary expression of miR-223-3p and miR-21-5p were measured using quantitative reverse-transcription polymerase chain reaction (RT-qPCR). Receiver operating characteristic (ROC) curves were generated to evaluate the accuracy of diagnostic models. Machine learning algorithms, multiple logistic regression, and principal component analysis (PCA) were used to assess the predictive power of miRNAs in conjunction with clinical-demographic features. RESULTS Significant upregulation of miR-223-3p and downregulation of miR-21-5p in saliva were observed in patients with gastric cancer. The area under ROC curve (AUC) values for salivary miR-21-5p, salivary miR-223-3p, and their multiple logistic regression were determined to be 0.723, 0.791, and 0.850, respectively. The AUC for multiple logistic regression model was 0.919. The PCA model led to the highest diagnostic odds ratio (DOR) of 134.33 (sensitivity = 0.785, specificity = 1.00, AUC = 903). Application of machine learning methods, and in particular a random forest algorithm, showed high accuracy in diagnosing patients with gastric cancer (sensitivity = 1.00, specificity = 0.857, AUC = 0.93). CONCLUSION The application of validated salivary diagnostics in clinical practice could help facilitate earlier diagnosis of gastric cancer and improve medical outcome. Expression of miR-21 and miR-223-3p in saliva together with clinical and demographic features, appears promising in screening for GC.
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Affiliation(s)
- Maryam Koopaie
- Department of Oral Medicine, School of Dentistry, Tehran University of Medical Sciences, North Kargar St, P.O.BOX:14395-433, Po. Code, Tehran, 14399-55991, Iran.
| | - Sasan Arian-Kia
- Department of Oral Medicine, School of Dentistry, Tehran University of Medical Sciences, North Kargar St, P.O.BOX:14395-433, Po. Code, Tehran, 14399-55991, Iran
| | - Soheila Manifar
- Imam Khomeini Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahnaz Fatahzadeh
- Division of Oral Medicine, Department of Oral Medicine, Rutgers School of Dental Medicine, 110 Bergen Street, Newark, NJ, 07103, USA
| | - Sajad Kolahdooz
- Universal Scientific Education and Research Network (USERN), Tehran University of Medical Sciences, Tehran, Iran
| | - Mansour Davoudi
- Department of Computer Science and Engineering and IT, School of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran
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Polho GB, Cunha MT, Coelho MHM, Almeida-Silva J, Hidalgo Filho CM, Xavier EM, Crusoe NDS, Atanazio MJ, de Vasconcellos VF, Horita VN, Freitas GF, Muniz DQ, Rocha V, Mota JM. High Dose Chemotherapy With Autologous Stem Cell Transplant for Patients With Advanced Germ Cell Tumors: Real-World Evidence From a Tertiary Cancer Center in Brazil. Clin Genitourin Cancer 2024:102083. [PMID: 38658209 DOI: 10.1016/j.clgc.2024.102083] [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: 12/14/2023] [Revised: 03/14/2024] [Accepted: 03/18/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND High-dose chemotherapy followed by stem cell transplant (HDCT) is potentially curative for patients with refractory germ cell tumors (rGCT). There is scarce real-world data supporting its implementation in low- and middle-income countries. We described the experience of our tertiary cancer center in Sao Paulo, Brazil. METHODS We identified male patients ≥18 years-old with rGCT referred to HDCT after board discussion. Clinical data, including delays in HDCT protocol, were extracted from medical records, and survival outcomes were estimated using the Kaplan-Meier method. The log-rank test and Cox proportional hazard were used to determine effects on overall survival (OS). RESULTS From January 2013 to January 2023, 34 patients were referred and considered eligible to receive 2 cycles of HDCT. Most patients had primary testicular tumors (82%), nonseminomatous histology (88%), and poor International Germ Cell Collaborative Group (IGCCCG) (79%). Twenty-three patients received HDCT (1 cycle, n = 8; 2 cycles, n = 15). Main reasons for not receiving any HDCT were death due to progressive disease (n = 1), performance deterioration (n = 7), and failure of stem cell mobilization (n = 3). OS at 2 years was 36.7% for the eligible population, 56.1% for patients who underwent at least 1 HDCT, and 77.1% for those who had ≥2 cycles. The 2-year OS rate for patients not given HDCT was 0%. All patients had delays in protocol, and poor-risk patients had longer intervals from referral to protocol initiation (0.7 vs. 1.8 month, P < .01). CONCLUSION Outcomes of patients who received ≥1 HDCT were encouraging; however, only 15 from 34 eligible patients were able to receive the planned 2 cycles of HDCT. Further strategies to minimize treatment delays in low- and middle-income countries are needed.
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Affiliation(s)
- Gabriel Berlingieri Polho
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Mateus Trinconi Cunha
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Maiana Hamdan Melo Coelho
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Unit of Cell Therapy of Hematology/Cell therapy Department, Hospital das Clínicas HCFMUSP, Universidade de Sao Paulo (USP), Sao Paulo, SP, Brazil
| | - Jamile Almeida-Silva
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Cassio Murilo Hidalgo Filho
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Erick Menezes Xavier
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Unit of Cell Therapy of Hematology/Cell therapy Department, Hospital das Clínicas HCFMUSP, Universidade de Sao Paulo (USP), Sao Paulo, SP, Brazil
| | - Nathalia de Souza Crusoe
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Marcelo Junqueira Atanazio
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Unit of Cell Therapy of Hematology/Cell therapy Department, Hospital das Clínicas HCFMUSP, Universidade de Sao Paulo (USP), Sao Paulo, SP, Brazil
| | - Vitor Fiorin de Vasconcellos
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil; Hospital Universitario Cassiano Antonio de Moraes, Universidade Federal do Espirito Santo, Espírito Santo, Brazil
| | - Vivian Naomi Horita
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Guilherme Fialho Freitas
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - David Queiroz Muniz
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Vanderson Rocha
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Unit of Cell Therapy of Hematology/Cell therapy Department, Hospital das Clínicas HCFMUSP, Universidade de Sao Paulo (USP), Sao Paulo, SP, Brazil; Instituto DOr de Pesquisa e Ensino, Espírito Santo, Brazil
| | - Jose Mauricio Mota
- Genitourinary Medical Oncology Service, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil; Instituto DOr de Pesquisa e Ensino, Espírito Santo, Brazil.
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Chaves JR, Otake MIT, Alcantara DDFÁ, Lima RS, de Souza APB, da Costa Rodrigues JS, Imbiriba MMBG, Burbano RMR. Epidemiological Profile of Ophir Loyola Cancer Hospital: A Snapshot of the Incidence of Solid Neoplasms in the Eastern Amazon. Med Sci (Basel) 2023; 11:68. [PMID: 37987323 PMCID: PMC10660467 DOI: 10.3390/medsci11040068] [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: 08/28/2023] [Revised: 09/24/2023] [Accepted: 09/28/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Solid neoplasms have a heterogeneous incidence worldwide and in Brazil. Thus, the region delimited by the Legal Amazon has a distinct epidemiological profile. In Pará, Ophir Loyola Cancer Hospital(OLCH) accounts for 71.11% of hospital visits in the state. METHODS This was an ecological, exploratory, and mixed descriptive studythat investigated the epidemiological profile of patients with cancer treated at OLCH from January to December 2020. Sociodemographic data at admission were the primary variables, which were analyzed according to spatial distribution. RESULTS In this study, the data of 2952 patients were analyzed, with the majority being between the ages of 50 and 79 years (62.47%), female (59.49%), and diagnosed but without previous treatment (87.30%). The most common cancers were breast (16.50%), cervical (13.40%), stomach (8.98%), and prostate (7.72%). Of the 12 integration regions, Guajará had the highest number of referrals (49.86%), followed by Guamá (12.94%) and Caeté River (8.98%). CONCLUSION The profile of care at OLCH showed a high incidence of solid malignancies compared to that in other regions of Brazil, indicating environmental and sociocultural influences on the carcinogenic profile present in the eastern Amazon.
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Affiliation(s)
- Juliana Ramos Chaves
- Oncology Research Center, Federal University of Pará, Belém 66073-000, Brazil; (J.R.C.); (A.P.B.d.S.); (R.M.R.B.)
- Hospital Ophir Loyola, Belém 66063-240, Brazil; (M.I.T.O.); (R.S.L.); (J.S.d.C.R.); (M.M.B.G.I.)
| | | | | | - Rosilene Silva Lima
- Hospital Ophir Loyola, Belém 66063-240, Brazil; (M.I.T.O.); (R.S.L.); (J.S.d.C.R.); (M.M.B.G.I.)
| | - Ana Paula Borges de Souza
- Oncology Research Center, Federal University of Pará, Belém 66073-000, Brazil; (J.R.C.); (A.P.B.d.S.); (R.M.R.B.)
- Hospital Ophir Loyola, Belém 66063-240, Brazil; (M.I.T.O.); (R.S.L.); (J.S.d.C.R.); (M.M.B.G.I.)
| | | | | | - Rommel Mario Rodriguez Burbano
- Oncology Research Center, Federal University of Pará, Belém 66073-000, Brazil; (J.R.C.); (A.P.B.d.S.); (R.M.R.B.)
- Hospital Ophir Loyola, Belém 66063-240, Brazil; (M.I.T.O.); (R.S.L.); (J.S.d.C.R.); (M.M.B.G.I.)
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Feier CVI, Faur AM, Muntean C, Blidari A, Contes OE, Streinu DR, Olariu S. The Challenges of Gastric Cancer Surgery during the COVID-19 Pandemic. Healthcare (Basel) 2023; 11:1903. [PMID: 37444737 DOI: 10.3390/healthcare11131903] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/27/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023] Open
Abstract
The aim of this study was to quantify the impact of the COVID-19 pandemic on the surgical treatment of patients with gastric cancer. Data from patients undergoing surgery for gastric cancer during the pandemic were analyzed and the results obtained were compared with the corresponding periods of 2016-2017 and 2018-2019. Various parameters were taken into consideration and their dynamics highlight significant changes in the pandemic year compared with the two pre-pandemic periods. Statistical analysis revealed a marked decrease in the number of surgeries performed during the pandemic (p < 0.001). Severe prognostic factors for gastric cancer, including weight loss and upper gastrointestinal hemorrhage, were associated with an increased number of postoperative fistulas, while emesis was statistically correlated with a more advanced cancer stage (p < 0.011). There was also a reduction in the total duration of hospitalization (p = 0.044) and postoperative hospitalization (p = 0.047); moreover, the mean duration of surgical intervention was higher during the pandemic (p = 0.044). These findings provide evidence for the significant changes in clinical and therapeutic strategies applied to patients undergoing surgery for gastric cancer during the study period. The ongoing pandemic has exerted a substantial and complex impact, the full extent of which remains yet to be fully comprehended.
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Affiliation(s)
- Catalin Vladut Ionut Feier
- First Discipline of Surgery, Department X-Surgery, "Victor Babes" University of Medicine and Pharmacy, 2 E. Murgu Sq., 300041 Timisoara, Romania
- First Surgery Clinic, "Pius Brinzeu" Clinical Emergency Hospital, 300723 Timisoara, Romania
| | - Alaviana Monique Faur
- Faculty of Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Calin Muntean
- Medical Informatics and Biostatistics, Department III-Functional Sciences, "Victor Babes" University of Medicine and Pharmacy, 2 E. Murgu Sq., 300041 Timisoara, Romania
| | - Andiana Blidari
- Oncology, Department IX-Surgery, "Victor Babes" University of Medicine and Pharmacy, 2 E. Murgu Sq., 300041 Timisoara, Romania
| | - Oana Elena Contes
- Oncology, Department IX-Surgery, "Victor Babes" University of Medicine and Pharmacy, 2 E. Murgu Sq., 300041 Timisoara, Romania
| | - Diana Raluca Streinu
- First Surgery Clinic, "Pius Brinzeu" Clinical Emergency Hospital, 300723 Timisoara, Romania
| | - Sorin Olariu
- First Discipline of Surgery, Department X-Surgery, "Victor Babes" University of Medicine and Pharmacy, 2 E. Murgu Sq., 300041 Timisoara, Romania
- First Surgery Clinic, "Pius Brinzeu" Clinical Emergency Hospital, 300723 Timisoara, Romania
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Arneiro AJ, Ramos MFKP, Pereira MA, Dias AR, Zilberstein B, Ribeiro U, Nahas SC. Impact of COVID-19 pandemic on the surgical treatment of gastric cancer. Clinics (Sao Paulo) 2021; 76:e3508. [PMID: 34852144 PMCID: PMC8595635 DOI: 10.6061/clinics/2021/e3508] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 10/29/2021] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE The Coronavirus Disease 2019 (COVID-19) pandemic has been recognized as one of the most serious public health crises. This study aimed to evaluate the short-term impact of the pandemic on the surgical treatment of patients with gastric cancer (GC) in addition to their clinicopathological characteristics. We also verified adherence to the COVID-19 screening protocol adopted in the institution. METHODS All patients with GC who underwent surgical treatment between 2015 and 2021 were retrospectively evaluated and divided into two groups according to the time period: control group (2015-2019) and COVID group (2020-2021). The institutional protocol recommends that patients referred for surgery undergo RT-PCR for severe acute respiratory syndrome coronavirus 2 infection. RESULTS A total of 83 patients were classified into the COVID group and 535 into the control group. The number of surgical procedures performed in the control group was 107 (SD±23.8) per year. Diagnostic procedures (p=0.005), preoperative chemotherapy (p<0.001), and adenocarcinomas without Lauren's subtype (p=0.009) were more frequent in the COVID group than in the control group. No significant difference was observed in the pathological characteristics and surgical outcomes of curative GC between the two groups. Evaluation of protocol compliance showed that of 83 patients with GC in the COVID group, 19 (22.9%) were not tested for COVID-19 before surgery. Two patients tested positive for COVID-19 (one preoperative and one postoperative). CONCLUSION A decrease in the average number of surgeries and a higher frequency of diagnostic procedures occurred during the pandemic than in the previous time period. Tumor/node/metastasis classification, morbidity rates, and mortality rates in patients with GC during the pandemic did not differ from those in the previous time period. Accordingly, GC surgical treatment with acceptable screening protocol compliance could be safely performed during the COVID-19 pandemic.
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Affiliation(s)
- Amanda Juliani Arneiro
- Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | | | - Marina Alessandra Pereira
- Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - André Roncon Dias
- Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Bruno Zilberstein
- Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Ulysses Ribeiro
- Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | - Sergio Carlos Nahas
- Departamento de Gastroenterologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
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Miura M, Tanimoto T. Correspondence on a published article in Journal of Cancer Policy. J Cancer Policy 2021; 29:100295. [DOI: 10.1016/j.jcpo.2021.100295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 06/24/2021] [Accepted: 07/11/2021] [Indexed: 10/20/2022]
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