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Aghajanzadeh M, Zamani M, Rajabi Kouchi F, Eixenberger J, Shirini D, Estrada D, Shirini F. Synergic Antitumor Effect of Photodynamic Therapy and Chemotherapy Mediated by Nano Drug Delivery Systems. Pharmaceutics 2022; 14:pharmaceutics14020322. [PMID: 35214054 PMCID: PMC8880656 DOI: 10.3390/pharmaceutics14020322] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 01/21/2022] [Accepted: 01/24/2022] [Indexed: 01/27/2023] Open
Abstract
This review provides a summary of recent progress in the development of different nano-platforms for the efficient synergistic effect between photodynamic therapy and chemotherapy. In particular, this review focuses on various methods in which photosensitizers and chemotherapeutic agents are co-delivered to the targeted tumor site. In many cases, the photosensitizers act as drug carriers, but this review, also covers different types of appropriate nanocarriers that aid in the delivery of photosensitizers to the tumor site. These nanocarriers include transition metal, silica and graphene-based materials, liposomes, dendrimers, polymers, metal–organic frameworks, nano emulsions, and biologically derived nanocarriers. Many studies have demonstrated various benefits from using these nanocarriers including enhanced water solubility, stability, longer circulation times, and higher accumulation of therapeutic agents/photosensitizers at tumor sites. This review also describes novel approaches from different research groups that utilize various targeting strategies to increase treatment efficacy through simultaneous photodynamic therapy and chemotherapy.
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Pirsalehi A, Salari S, Baghestani A, Sanadgol G, Shirini D, Baerz MM, Abdi S, Akbari ME, Bashash D. Differential alteration trend of white blood cells (WBCs) and monocytes count in severe and non-severe COVID-19 patients within a 7-day follow-up. IRANIAN JOURNAL OF MICROBIOLOGY 2021; 13:8-16. [PMID: 33889357 PMCID: PMC8043835 DOI: 10.18502/ijm.v13i1.5486] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND OBJECTIVES Several studies have focused on the alterations of hematological parameters for a better understanding of the COVID-19 pathogenesis and also their potential for predicting disease prognosis and severity. Although some evidence has indicated the prognostic values of thrombocytopenia, neutrophilia, and lymphopenia, there are conflicting results concerning the leukocyte and monocyte count. MATERIALS AND METHODS In this retrospective Double Centre study, we reviewed the results of WBC and monocyte counts of 1320 COVID-19 patients (243 of whom (18.4%) had severe disease) both on admission and within a 7-day follow-up. RESULTS We found that both the number of monocytes and the percentage of monocytosis were higher in the severe group; however, it was not statistically significant. On the other hand, we found that not only the mean number of WBCs was significantly higher in the severe cases also leukocytosis was a common finding in this group; indicating that an increased number of WBC may probably predict a poor prognosis. Also, the monocyte count was not affected by age; however, univariate analysis showed that the percentage of leukocytosis was significantly greater in the older group (>50) with an odds ratio of 1.71 (P: 0.003). CONCLUSION Alteration of monocytes either on admission or within hospitalization would not provide valuable data about the prediction of COVID-19 prognosis. Although the rapidly evolving nature of COVID-19 is the major limitation of the present study, further investigations in the field of laboratory biomarkers will pave the way to manage patients with severe disease better.
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Jalilian Khave L, Vahidi M, Shirini D, Sanadgol G, Ashrafi F, Arab-Ahmadi M, Fatemi A, Shabani Barzegar M, Hassanzadeh T, Rezaei B, Zali A, Ommi D, Nohesara S, Jalili Khoshnood R, Abdi S, Pirsalehi A, Masarat E, Shokoohi M, Karamouzian M. Clinical and Epidemiological Characteristics of Postdischarge Patients With COVID-19 in Tehran, Iran: Protocol for a Prospective Cohort Study (Tele-COVID-19 Study). JMIR Res Protoc 2021; 10:e23316. [PMID: 33471777 PMCID: PMC7857388 DOI: 10.2196/23316] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 12/16/2020] [Accepted: 01/05/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND COVID-19 was declared a pandemic on March 11, 2020. Given that the severe shortage of hospital beds has led to early discharge and insufficient patient education on home care routines and isolation protocols, the close follow-up of patients and their immediate relatives is an integral part of transitioning from hospital care to home care for patients with COVID-19. OBJECTIVE We designed the Tele-COVID-19 prospective cohort to follow-up with COVID-19 patients in Tehran, Iran, and improve health care delivery and the recording of postdischarge patients' clinical profiles. METHODS All adult patients who were admitted to the COVID-19 wards of teaching hospitals in Tehran, Iran were eligible to participate in this cohort study. At baseline, patients were recruited from 4 major hospitals from March 9, 2020 to May 20, 2020. Telephone follow-ups, which were led by volunteer medical students, were conducted on postdischarge days 1-3, 5, 7, 10, and 14. We collected data on a range of sociodemographic, epidemiological, and clinical characteristics by using a standard questionnaire. RESULTS Of the 950 patients with confirmed COVID-19 who were approached, 823 (response rate: 86.6%) consented and were enrolled into the cohort. Of the 823 participants, 449 (54.5%) were male. The mean age of participants was 50.1 years (SD 12.6 years). During the initial data collection phase, more than 5000 phone calls were made and over 577 reports of critical patients who were in need of urgent medical attention were recorded. CONCLUSIONS The Tele-COVID-19 cohort will provide patients with sufficient education on home care and isolation, and medical advice on care and the proper use of drugs. In addition, by preventing unnecessary hospital returns and providing information on household SARS-CoV-2 transmission as early as possible, this cohort will help with effective disease management in resource-limited settings. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/23316.
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McGale J, Khurana S, Huang A, Roa T, Yeh R, Shirini D, Doshi P, Nakhla A, Bebawy M, Khalil D, Lotfalla A, Higgins H, Gulati A, Girard A, Bidard FC, Champion L, Duong P, Dercle L, Seban RD. PET/CT and SPECT/CT Imaging of HER2-Positive Breast Cancer. J Clin Med 2023; 12:4882. [PMID: 37568284 PMCID: PMC10419459 DOI: 10.3390/jcm12154882] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/19/2023] [Accepted: 07/23/2023] [Indexed: 08/13/2023] Open
Abstract
HER2 (Human Epidermal Growth Factor Receptor 2)-positive breast cancer is characterized by amplification of the HER2 gene and is associated with more aggressive tumor growth, increased risk of metastasis, and poorer prognosis when compared to other subtypes of breast cancer. HER2 expression is therefore a critical tumor feature that can be used to diagnose and treat breast cancer. Moving forward, advances in HER2 in vivo imaging, involving the use of techniques such as positron emission tomography (PET) and single-photon emission computed tomography (SPECT), may allow for a greater role for HER2 status in guiding the management of breast cancer patients. This will apply both to patients who are HER2-positive and those who have limited-to-minimal immunohistochemical HER2 expression (HER2-low), with imaging ultimately helping clinicians determine the size and location of tumors. Additionally, PET and SPECT could help evaluate effectiveness of HER2-targeted therapies, such as trastuzumab or pertuzumab for HER2-positive cancers, and specially modified antibody drug conjugates (ADC), such as trastuzumab-deruxtecan, for HER2-low variants. This review will explore the current and future role of HER2 imaging in personalizing the care of patients diagnosed with breast cancer.
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Vahidi M, Jalilian Khave L, Sanadgol G, Shirini D, Karamouzian M. Student-Led Initiatives' Potential in the COVID-19 Response in Iran. Int J Health Policy Manag 2020; 9:464-465. [PMID: 32610803 PMCID: PMC7719211 DOI: 10.34172/ijhpm.2020.82] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 05/27/2020] [Indexed: 11/29/2022] Open
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Sadeghi A, Eslami P, Dooghaie Moghadam A, Pirsalehi A, Shojaee S, Jalilian Khave L, Sanadgol G, Hasanzade T, Shirini D, Asadzadeh Aghdaei H, Abdi S, Zali MR. Risk factors related to liver injury in non-Intensive Care Unit admitted patients infected with COVID-19: A retrospective study of 102 patients. CASPIAN JOURNAL OF INTERNAL MEDICINE 2020; 11:520-526. [PMID: 33425269 PMCID: PMC7780867 DOI: 10.22088/cjim.11.0.520] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 08/17/2020] [Accepted: 08/26/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND COVID-19 targets the liver and there is no available data about liver injury due to mild to moderate form of COVID-19. In this study, we evaluated the risk factors associated with liver injury in NON-ICU admitted COVID-19 patients. METHODS in this retrospective study, 102 eligible adult participants admitted in the ward were included. The patients with previous history of liver disease were excluded. The patients with AST or ALT or bilirubin more than normal ranges were allocated in liver injury group and patients with normal ranges of them were categorized in non-liver injury. Characteristics and laboratory data were analyzed between these two groups. RESULTS The mean age of the population was 55.13± 17.02 years old. The most common symptom was fever (45.8%). The most frequent co-morbidity was hypertension (25%). 65 patients had liver injury (63.72%). CRP were significantly higher in liver injury group (P=0.01). Univariate analysis reported ALKP, and CRP was associated significantly with liver injury (P=0.04, OR= 1.003, Cl 95%= 1.000-1.007; P=0.03, OR= 1.009, Cl 95%= 1.000- 1.017, respectively). No independent factor was detected in multivariate analysis. Based on the Spearman's rank correlation coefficients CRP correlated significantly with AST (r=0.22, P=0.00). Moreover, neutrophil and CRP, correlated with ALT (r=0.01, P=0.90; r=0.23, P=0.02, respectively). CONCLUSION No independent factor was detected to predict liver injury chance due to COVID-19. However, CRP had a significant association with it. It appears that the role of inflammatory pathways in liver damage was due to COVID-19.
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Howell HJ, McGale JP, Choucair A, Shirini D, Aide N, Postow MA, Wang L, Tordjman M, Lopci E, Lecler A, Champiat S, Chen DL, Deandreis D, Dercle L. Artificial Intelligence for Drug Discovery: An Update and Future Prospects. Semin Nucl Med 2025; 55:406-422. [PMID: 39966029 DOI: 10.1053/j.semnuclmed.2025.01.004] [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: 01/15/2025] [Revised: 01/23/2025] [Accepted: 01/24/2025] [Indexed: 02/20/2025]
Abstract
Artificial intelligence (AI) has become a pivotal tool for medical image analysis, significantly enhancing drug discovery through improved diagnostics, staging, prognostication, and response assessment. At a high level, AI-driven image analysis enables the quantification and synthesis of previously qualitative imaging characteristics, facilitating the identification of novel disease-specific biomarkers, patient risk stratification, prognostication, and adverse event prediction. In addition, AI can assist in response assessment by capturing changes in imaging "phenotype" over time, allowing for optimized treatment plans based on real-time analysis. Integrating this emerging technology into drug discovery pipelines has the potential to accelerate the identification and development of new pharmaceuticals by assisting in target identification and patient selection, as well as reducing the incidence, and therefore cost, of failed trials through high-throughput, reproducible, and data-driven insights. Continued progress in AI applications will shape the future of medical imaging, ultimately fostering more efficient, accurate, and tailored drug discovery processes. Herein, we offer a comprehensive overview of how AI enhances medical imaging to inform drug development and therapeutic strategies.
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McGale J, Khurana S, Howell H, Nakhla A, Roa T, Doshi P, Shirini D, Huang A, Duong P, Backhaus P, Liao M, Kaur H, Fontani AM, Hung I, Pandit-Taskar N, Haberkorn U, Gulati A, Naim A, Sinigaglia M, Bebawy M, Girard A, Seban RD, Dercle L. FAP-Targeted SPECT/CT and PET/CT Imaging for Breast Cancer Patients. Clin Nucl Med 2025; 50:e138-e145. [PMID: 39780367 DOI: 10.1097/rlu.0000000000005617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
ABSTRACT Breast cancer presents a significant global health challenge, necessitating continued innovation in diagnostic and therapeutic approaches. Recent advances have led to the identification of cancer-associated fibroblasts, which are highly prevalent in breast cancers and express fibroblast activation proteins (FAPs), as critical targets. FAP-specific radiotracers, when used with PET/CT and SPECT/CT, have significant potential for improving early breast cancer detection, staging, treatment response monitoring, and therapeutic intervention. This review provides insight into FAP-targeted molecular imaging, exploring advanced techniques for protein status assessment, development of early-phase targeted therapies, and other emerging applications. The advent of FAP-targeted imaging stands to significantly enhance personalized oncologic care, leading to improved breast cancer management and overall patient outcomes.
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Shirini D, Schwartz LH, Dercle L. Artificial intelligence for aging research in cancer drug development. Aging (Albany NY) 2023; 15:12699-12701. [PMID: 37980599 DOI: 10.18632/aging.204914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Indexed: 11/21/2023]
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Soheili A, Khani S, Montazeri S, Shayegh A, Haji Miragha M, Jameie MS, Jalilian Khave L, Sanadgol G, Shirini D, Ilkhani S, Keshmiri YS, Nematollahi S, Karami M, Taziki E. COVID-19 and acute kidney injury presentation; stages and prognosis. JOURNAL OF PREVENTIVE EPIDEMIOLOGY 2021. [DOI: 10.34172/jpe.2021.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Introduction: Coronavirus disease 2019 (COVID-19) can present with acute kidney injury (AKI). Although the rate of AKI among these patients is not high, their outcome could be much worse than the other patients. Serum creatinine rise along with other laboratory findings may help as a clinical predictor of COVID-19 disease prognosis. Objectives: We aimed to evaluate the incidence and possible predictors of AKI occurrence and its outcome during the COVID-19 pandemic. Patients and Methods: In a retrospective observational study of 946 hospital-admitted patients with confirmed COVID-19 between March 20, 2020 and May 9, 2020, we described AKI incidence and its stages along with their association with demographic data, comorbidities, habitual and past-medical history, and laboratory findings using STATA version 14. Results: The mean age of participants was 55.6 (±18.7) years of which 60.4% were male. The most and least frequent underlying diseases were hypertension and chronic liver disease, 20.1% and 1.5%, respectively. Among patients with AKI, 45.9% had a higher age mean and female sex was more prevalent. In addition, hypertension, ischemic heart disease, diabetes, and chronic renal disease were more common in patients with AKI compared to patients without AKI. Moreover, AKI patients had lower oxygen saturation and mean levels of lymphocytes and higher mean levels of LDH and CKMB in comparison with no AKI group on admission. Overall, 80% of the patients were discharged (i.e. alive), of which 63.7% were non-severe patients and 19.4% of the patients expired during hospitalization. Conclusion: Comorbidities were more prevalent among AKI groups. Female and older patients were more prone to AKI during COVID-19 progression. The level of CK-MB was also higher in AKI group, suggesting probable cardiac injury. Lymphopenia and leukocytosis may be poor-prognostic factors for both AKI and COVID-19.
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Higgins H, Nakhla A, Lotfalla A, Khalil D, Doshi P, Thakkar V, Shirini D, Bebawy M, Ammari S, Lopci E, Schwartz LH, Postow M, Dercle L. Recent Advances in the Field of Artificial Intelligence for Precision Medicine in Patients with a Diagnosis of Metastatic Cutaneous Melanoma. Diagnostics (Basel) 2023; 13:3483. [PMID: 37998619 PMCID: PMC10670510 DOI: 10.3390/diagnostics13223483] [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: 09/20/2023] [Revised: 10/27/2023] [Accepted: 10/31/2023] [Indexed: 11/25/2023] Open
Abstract
Standard-of-care medical imaging techniques such as CT, MRI, and PET play a critical role in managing patients diagnosed with metastatic cutaneous melanoma. Advancements in artificial intelligence (AI) techniques, such as radiomics, machine learning, and deep learning, could revolutionize the use of medical imaging by enhancing individualized image-guided precision medicine approaches. In the present article, we will decipher how AI/radiomics could mine information from medical images, such as tumor volume, heterogeneity, and shape, to provide insights into cancer biology that can be leveraged by clinicians to improve patient care both in the clinic and in clinical trials. More specifically, we will detail the potential role of AI in enhancing detection/diagnosis, staging, treatment planning, treatment delivery, response assessment, treatment toxicity assessment, and monitoring of patients diagnosed with metastatic cutaneous melanoma. Finally, we will explore how these proof-of-concept results can be translated from bench to bedside by describing how the implementation of AI techniques can be standardized for routine adoption in clinical settings worldwide to predict outcomes with great accuracy, reproducibility, and generalizability in patients diagnosed with metastatic cutaneous melanoma.
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Shirini D, Torabi H, Shirini K, Ghaffari R. Simultaneous occurrence of perforated peptic ulcer and acute pancreatitis: A case report. JOURNAL OF CLINICAL AND INVESTIGATIVE SURGERY 2022. [DOI: 10.25083/2559.5555/7.2.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Acute abdomen is a life-threatening condition caused by various conditions such as perforated peptic ulcer and acute appendicitis. This critical illness usually requires urgent investigations and treatment. The main diagnostic methods for acute pancreatitis are clinical and paraclinical examination, and for perforated peptic ulcer clinical and imaging diagnosis (abdominal X-ray and endoscopy). These two critical conditions can be encountered simultaneously, making it difficult to diagnose and treat acute abdomen as soon as possible. Therefore, it is essential to consider these two conditions both individually and simultaneously in a patient with acute abdomen symptoms. This article presents an elderly man with diagnostically confirmed symptoms of association between perforated peptic ulcer and acute pancreatitis.
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Sanadgol G, Samimi S, Shirini D, Nakhaei P, Mohseni M, Alizadehasl A. Right ventricle toxicity in cancer treatment: a focused review on cardiac imaging. Future Cardiol 2023; 19:537-545. [PMID: 37830360 DOI: 10.2217/fca-2022-0024] [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] [Indexed: 10/14/2023] Open
Abstract
Background: The right ventricle (RV) remains the 'forgotten chamber' in the clinical assessment of cancer therapy-related cardiac dysfunction (CTRCD). Aim: We aimed to review the role that various cardiac imaging modalities play in RV assessment as part of the integrative management of patients undergoing cancer therapy. Discussion: RV assessment remains challenging by traditional 2D echocardiography. In this review we discuss other parameters such as right atrial strain, and other echocardiographic modalities such as 3D and stress echocardiography. We also elaborate on the specific role that cardiac magnetic resonance imaging and equilibrium radionuclide angiocardiography can play in assessing the RV. Conclusion: Biventricular function should be monitored following chemotherapy for early detection of subclinical CTRCD and possible solitary RV changes.
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