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Savioli G, Gri N, Ceresa IF, Piccioni A, Zanza C, Longhitano Y, Ricevuti G, Daccò M, Esposito C, Candura SM. Carbon Monoxide Poisoning: From Occupational Health to Emergency Medicine. J Clin Med 2024; 13:2466. [PMID: 38730995 PMCID: PMC11084260 DOI: 10.3390/jcm13092466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 03/20/2024] [Accepted: 04/09/2024] [Indexed: 05/13/2024] Open
Abstract
Carbon monoxide poisoning remains a leading cause of accidental poisoning worldwide (both at home and at work), and it is also a cause of suicidal poisoning. Such poisoning can arise following prolonged exposure to low levels of CO or following brief exposure to high concentrations of the gas. In fact, despite exposure limits, high safety standards, and the availability of CO alarms, nearly 50,000 people in the United States visit the emergency department each year due to poisoning. Additionally, CO poisoning in the United States causes up to 500 deaths each year. Despite the widespread nature of this form of poisoning, known about for centuries and whose damage mechanisms have been recognized (or rather hypothesized about) since the 1800s, early recognition, especially of late complications, and treatment remain a medical challenge. A well-designed therapeutic diagnostic process is necessary so that indication for hyperbaric or normobaric therapy is correctly made and so that patients are followed up even after acute exposure to diagnose late complications early. Furthermore, it is necessary to consider that in the setting of emergency medicine, CO poisoning can be part of a differential diagnosis along with other more frequent conditions, making its recognition difficult. The last thirty years have been marked by a significant increase in knowledge regarding the toxicity of CO, as well as its functioning and its importance at physiological concentrations in mammalian systems. This review, taking into account the significant progress made in recent years, aims to reconsider the pathogenicity of CO, which is not trivially just poisonous to tissues. A revision of the paradigm, especially as regards treatment and sequelae, appears necessary, and new studies should focus on this new point of view.
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Affiliation(s)
- Gabriele Savioli
- Emergency Department, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Nicole Gri
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Piazza dell’Ospedale Maggiore, 3, 20162 Milano, Italy;
| | - Iride Francesca Ceresa
- Emergency Department and Internal Medicine, Istituti Clinici di Pavia e Vigevano—Gruppo San Donato, 27029 Vigevano, Italy;
| | - Andrea Piccioni
- Department of Emergency Medicine, Polyclinic Agostino Gemelli/IRCCS, Catholic University of the Sacred Heart, 00168 Rome, Italy;
| | - Christian Zanza
- Geriatric Medicine Residency Program, University of Rome “Tor Vergata”, 00133 Rome, Italy;
| | - Yaroslava Longhitano
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA 15260, USA;
- Department of Emergency Medicine—Emergency Medicine Residency Program, Humanitas University—Research Hospital, 20089 Rozzano, Italy
| | - Giovanni Ricevuti
- Emergency Medicine, School of Pharmacy, University of Pavia, 27100 Pavia, Italy;
| | - Maurizio Daccò
- ATS Pavia, Continuità Assistenziale, Via Teodoro Lovati, 45, 27100 Pavia, Italy;
| | - Ciro Esposito
- Unit of Nephrology and Dialysis, ICS Maugeri, University of Pavia, 27100 Pavia, Italy;
| | - Stefano M. Candura
- Occupational Medicine Unit, Department of Public Health, Experimental and Forensic Sciences, University of Pavia, 27100 Pavia, Italy
- Occupational Medicine Unit, Istituti Clinici Scientifici Maugeri IRCCS, 27100 Pavia, Italy
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Savioli G, Ceresa IF, Bavestrello Piccini G, Gri N, Nardone A, La Russa R, Saviano A, Piccioni A, Ricevuti G, Esposito C. Hypothermia: Beyond the Narrative Review-The Point of View of Emergency Physicians and Medico-Legal Considerations. J Pers Med 2023; 13:1690. [PMID: 38138917 PMCID: PMC10745126 DOI: 10.3390/jpm13121690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/14/2023] [Accepted: 11/30/2023] [Indexed: 12/24/2023] Open
Abstract
Hypothermia is a widespread condition all over the world, with a high risk of mortality in pre-hospital and in-hospital settings when it is not promptly and adequately treated. In this review, we aim to describe the main specificities of the diagnosis and treatment of hypothermia through consideration of the physiological changes that occur in hypothermic patients. Hypothermia can occur due to unfavorable environmental conditions as well as internal causes, such as pathological states that result in reduced heat production, increased heat loss or ineffectiveness of the thermal regulation system. The consequences of hypothermia affect several systems in the body-the cardiovascular system, the central and peripheral nervous systems, the respiratory system, the endocrine system and the gastrointestinal system-but also kidney function, electrolyte balance and coagulation. Once hypothermia is recognized, prompt treatment, focused on restoring body temperature and supporting vital functions, is fundamental in order to avert preventable death. It is important to also denote the fact that CPR has specificities related to the unique profile of hypothermic patients.
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Affiliation(s)
- Gabriele Savioli
- Emergency Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Iride Francesca Ceresa
- Emergency Department and Internal Medicine, Istituti Clinici di Pavia e Vigevano, Gruppo San Donato, 27029 Vigevano, Italy;
| | | | - Nicole Gri
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Piazza dell’Ospedale Maggiore, 3, 20162 Milano, Italy
| | - Alba Nardone
- Emergency Department, Ospedale Civile, 27058 Voghera, Italy
| | - Raffaele La Russa
- Department of Clinical and Experimental Medicine, Section of Forensic Pathology, University of Foggia, 71122 Foggia, Italy
| | - Angela Saviano
- Emergency Department, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Roma, Italy; (A.S.); (A.P.)
| | - Andrea Piccioni
- Emergency Department, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 00168 Roma, Italy; (A.S.); (A.P.)
| | - Giovanni Ricevuti
- Department of Drug Science, University of Pavia, 27100 Pavia, Italy;
| | - Ciro Esposito
- Nephrology and Dialysis Unit, ICS Maugeri, University of Pavia, 27100 Pavia, Italy;
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Gri N, Longhitano Y, Zanza C, Monticone V, Fuschi D, Piccioni A, Bellou A, Esposito C, Ceresa IF, Savioli G. Acute Oncologic Complications: Clinical-Therapeutic Management in Critical Care and Emergency Departments. Curr Oncol 2023; 30:7315-7334. [PMID: 37623012 PMCID: PMC10453099 DOI: 10.3390/curroncol30080531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 07/01/2023] [Accepted: 07/10/2023] [Indexed: 08/26/2023] Open
Abstract
Introduction. It is now known that cancer is a major public health problem; on the other hand, it is less known, or rather, often underestimated, that a significant percentage of cancer patients will experience a cancer-related emergency. These conditions, depending on the severity, may require treatment in intensive care or in the emergency departments. In addition, it is not uncommon for a tumor pathology to manifest itself directly, in the first instance, with a related emergency. The emergency unit proves to be a fundamental and central unit in the management of cancer patients. Many cancer cases are diagnosed in the first instance as a result of symptoms that lead the patient's admittance into the emergency room. Materials and Methods. This narrative review aims to analyze the impact of acute oncological cases in the emergency setting and the role of the emergency physician in their management. A search was conducted over the period January 1981-April 2023 using the main scientific platforms, including PubMed, Scopus, Medline, Embase and Google scholar, and 156 papers were analyzed. Results. To probe into the main oncological emergencies and their management in increasingly overcrowded emergency departments, we analyzed the following acute pathologies: neurological emergencies, metabolic and endocrinological emergencies, vascular emergencies, malignant effusions, neutropenic fever and anemia. Discussion/Conclusions. Our analysis found that a redefinition of the emergency department connected with the treatment of oncology patients is necessary, considering not only the treatment of the oncological disease in the strict sense, but also the comorbidities, the oncological emergencies and the palliative care setting. The need to redesign an emergency department that is able to manage acute oncological cases and end of life appears clear, especially when this turns out to be related to severe effects that cannot be managed at home with integrated home care. In conclusion, a redefinition of the paradigm appears mandatory, such as the integration between the various specialists belonging to oncological medicine and the emergency department. Therefore, our work aims to provide what can be a handbook to detect, diagnose and treat oncological emergencies, hoping for patient management in a multidisciplinary perspective, which could also lead to the regular presence of an oncologist in the emergency room.
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Affiliation(s)
- Nicole Gri
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Piazza dell’Ospedale Maggiore, 3, 20162 Milano, Italy
| | - Yaroslava Longhitano
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Christian Zanza
- Italian Society of Prehospital Emergency Medicine (SIS 118), 74121 Taranto, Italy
| | - Valentina Monticone
- Department of Otorhinolaryngology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy
| | - Damiano Fuschi
- Department of Italian and Supranational Public Law, School of Law, University of Milan, 20122 Milan, Italy
| | - Andrea Piccioni
- Department of Emergency Medicine, Polyclinic Agostino Gemelli/IRCCS, Catholic University of the Sacred Heart, 00168 Rome, Italy
| | - Abdelouahab Bellou
- Department of Emergency Medicine, Institute of Sciences in Emergency Medicine, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, China
| | - Ciro Esposito
- Unit of Nephrology and Dialysis, ICS Maugeri, University of Pavia, 27100 Pavia, Italy
| | | | - Gabriele Savioli
- Emergency Department, IRCCS Fondazione Policlinico San Matteo, 27100 Pavia, Italy
- PhD School in Experimental Medicine, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, 27100 Pavia, Italy
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Del Re M, Brighi N, Rizzo M, Paolieri F, Rebuzzi S, Beninato T, Crucitta S, Mercinelli C, Gri N, Puglisi S, Verzoni E, Bleve S, Cucchiara F, Procopio G, Fornarini G, Galli L, Porta C, De Giorgi U, Danesi R. 695P Drug-drug interactions between pazopanib and proton pump inhibitors may significantly affect clinical outcome of patients affected by metastatic renal cell carcinoma. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Del Re M, Cucchiara F, Rofi E, Fontanelli L, Petrini I, Gri N, Pasquini G, Rizzo M, Gabelloni M, Belluomini L, Crucitta S, Ciampi R, Frassoldati A, Neri E, Porta C, Danesi R. A multiparametric approach to improve the prediction of response to immunotherapy in patients with metastatic NSCLC. Cancer Immunol Immunother 2021; 70:1667-1678. [PMID: 33315149 PMCID: PMC8139911 DOI: 10.1007/s00262-020-02810-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 11/23/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND It is still unclear how to combine biomarkers to identify patients who will truly benefit from anti-PD-1 agents in NSCLC. This study investigates exosomal mRNA expression of PD-L1 and IFN-γ, PD-L1 polymorphisms, tumor mutational load (TML) in circulating cell-free DNA (cfDNA) and radiomic features as possible predictive markers of response to nivolumab and pembrolizumab in metastatic NSCLC patients. METHODS Patients were enrolled and blood (12 ml) was collected at baseline before receiving anti-PD-1 therapy. Exosome-derived mRNA and cfDNA were extracted to analyse PD-L1 and IFN-γ expression and tumor mutational load (TML) by digital droplet PCR (ddPCR) and next-generation sequencing (NGS), respectively. The PD-L1 single nucleotide polymorphisms (SNPs) c.-14-368 T > C and c.*395G > C, were analysed on genomic DNA by Real-Time PCR. A radiomic analysis was performed on the QUIBIM Precision® V3.0 platform. RESULTS Thirty-eight patients were enrolled. High baseline IFN-γ was independently associated with shorter median PFS (5.6 months vs. not reached p = 0.0057), and levels of PD-L1 showed an increase at 3 months vs. baseline in patients who progressed (p = 0.01). PD-L1 baseline levels showed significant direct and inverse relationships with radiomic features. Radiomic features also inversely correlated with PD-L1 expression in tumor tissue. In subjects receiving nivolumab, median PFS was shorter in carriers of c.*395GG vs. c.*395GC/CC genotype (2.3 months vs. not reached, p = 0.041). Lastly, responders had higher non-synonymous mutations and more links between co-occurring genetic somatic mutations and ARID1A alterations as well. CONCLUSIONS A combined multiparametric approach may provide a better understanding of the molecular determinants of response to immunotherapy.
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Affiliation(s)
- Marzia Del Re
- grid.5395.a0000 0004 1757 3729Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Federico Cucchiara
- grid.5395.a0000 0004 1757 3729Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Eleonora Rofi
- grid.5395.a0000 0004 1757 3729Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Lorenzo Fontanelli
- grid.5395.a0000 0004 1757 3729Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Iacopo Petrini
- grid.5395.a0000 0004 1757 3729General Pathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Nicole Gri
- Division of Translational Oncology, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy
| | - Giulia Pasquini
- grid.5395.a0000 0004 1757 3729General Pathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Mimma Rizzo
- Division of Translational Oncology, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy
| | - Michela Gabelloni
- grid.5395.a0000 0004 1757 3729Diagnostic and Interventional Radiology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Lorenzo Belluomini
- grid.416315.4Unit of Clinical Oncology, Specialist Medical Department, S. Anna University Hospital, Ferrara, Italy
| | - Stefania Crucitta
- grid.5395.a0000 0004 1757 3729Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Raffaele Ciampi
- grid.5395.a0000 0004 1757 3729Endocrinology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Antonio Frassoldati
- grid.416315.4Unit of Clinical Oncology, Specialist Medical Department, S. Anna University Hospital, Ferrara, Italy
| | - Emanuele Neri
- grid.5395.a0000 0004 1757 3729Diagnostic and Interventional Radiology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Camillo Porta
- Division of Translational Oncology, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy ,grid.8982.b0000 0004 1762 5736Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy ,grid.7644.10000 0001 0120 3326Present Address: Unit of Medical Oncology, Department of Biomedical Sciences and Human Oncology, University of Bari ‘A. Moro’, Bari, Italy
| | - Romano Danesi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
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Porta C, Verzoni E, Zai S, Messina C, Ferrari V, Gri N, Procopio G. Use of a natural multicomponent mouthwash plus oral hygiene vs oral hygiene alone to prevent everolimus-induced stomatitis: the STOP multicenter, randomized trial. Tumori 2020; 106:300891620915786. [PMID: 32364051 DOI: 10.1177/0300891620915786] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Stomatitis is highly prevalent in patients with cancer treated with the mammalian target of rapamycin inhibitor everolimus; it usually has an early onset and may compromise treatment dose intensity and patients' quality of life. Within the randomized controlled Stomatitis Prevention trial (STOP, ISRCTN14568888), we investigated the possibility of using a commercial natural multicomponent mouthwash (Orasol Plus®) to prevent the development of stomatitis of any grade in patients with advanced renal cell carcinoma (RCC) treated with everolimus. METHODS Overall, 62 patients were randomized to receive either Orasol Plus in addition to oral hygiene or oral hygiene alone (31 patients per treatment arm). RESULTS In the whole study population, 28 episodes of stomatitis were observed (41.9%); in only 2 patients, stomatitis occurred more than once (2 episodes). As expected, the episodes of stomatitis occurred early in the course of treatment with everolimus. Treatment with Orasol Plus prevented the onset of everolimus-induced stomatitis: only 8 episodes of stomatitis were observed in the treated group with Orasol Plus in addition to oral hygiene vs 20 episodes in the group treated with oral hygiene only (p = 0021). Also, a reduction in the average duration of mucositis in patients treated with Orasol Plus compared to patients treated with oral hygiene only was observed (8 days vs 11.2 days, p = 0.0416). CONCLUSION This study showed that the use of a natural multicomponent mouthwash coupled with regular oral hygiene was able to reduce the severity and duration of everolimus-induced stomatitis in patients with RCC. TRIAL REGISTRATION NUMBER ISRCTN14568888.
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Affiliation(s)
- Camillo Porta
- Division of Oncology, IRCCS San Matteo University Hospital Foundation, Pavia, Italy
- Department of Internal Medicine and Therapeutics, University of Pavia, and Division of Translational Oncology, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy
| | - Elena Verzoni
- Genitourinary Unit, IRCCS National Cancer Institute, Milan, Italy
| | - Silvia Zai
- Division of Oncology, 'Santi Antonio e Biagio e C. Arrigo' Hospital, Alessandria, Piemonte, Italy
| | - Caterina Messina
- Division of Oncology, 'Papa Giovanni XXIII' Hospital, Bergamo, Lombardia, Italy
| | | | - Nicole Gri
- Division of Oncology, IRCCS San Matteo University Hospital Foundation, Pavia, Italy
- Department of Internal Medicine and Therapeutics, University of Pavia, and Division of Translational Oncology, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy
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Iacovelli R, Galli L, De Giorgi U, Porta C, Nolè F, Zucali P, Sabbatini R, Mosca A, Atzori F, Santini D, Facchini G, Fornarini G, Buti S, Massari F, Masini C, Ricotta R, Biasco E, Lolli C, Gri N, Verri E, Miggiano C, Vitale MG, Tortora G. The effect of a treatment delay on outcome in metastatic renal cell carcinoma. Urol Oncol 2019; 37:529.e1-529.e7. [DOI: 10.1016/j.urolonc.2019.03.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 02/07/2019] [Accepted: 03/10/2019] [Indexed: 11/26/2022]
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Del Re M, Fontanelli L, Romano A, Pasquini G, Gri N, Rofi E, Vivaldi C, Crucitta S, Belluomini L, Frassoldati A, Petrini I, Falcone A, Porta C, Vasile E, Neri E, Danesi R. Integrating liquid biopsy with advanced imaging analysis to improve the prediction of response to immunotherapy in patients with NSCLC. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e14054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e14054 Background: Immunotherapy has revolutionized the treatment of NSCLC. However, response rate is variable, with a substantial failure rate. Thus, the identification of predictive biomarkers of response to immunotherapy is an area of great interest. Methods: Patients with locally advanced or metastatic NSCLC treated with nivolumab or pembrolizumab were enrolled. Disease response was defined following RECIST criteria (v. 1.1). Four ml of plasma were collected for the analysis of exosomal mRNA levels of PD-L1 (e-PD-L1) and IFN-γ (e-IFN-γ) at baseline and at the time of first radiological assessment. Exosome isolation and mRNA extraction was obtained by the exoRNeasy kit (Qiagen, Valencia, CA). e-PD-L1 and e-IFN-γ were evaluated by the QX100 ddPCR (Bio-Rad, Hercules, CA) and expressed as allele frequency (%). Chest computed tomography (CT) scan at baseline was used for the radiomic analysis. Tumor segmentation was performed on DICOM-formed images taken from the picture archiving, and the regions of interest were delineated manually and analyzed using the QUIBIM SL software. Survival was calculated stratifying patients based on e-PD-L1 and e-IFN-γ median values. Results: Nivolumab was given to 17 patients as 2nd line and to 8 subjects as further line of treatment, while 13 patients received 1st line pembrolizumab. Median PFS was 11 vs 16.2 months (mos) in patients with baseline e-PD-L1 of < 0.3% vs ≥0.3%, respectively (p = 0.16). e-PD-L1 significantly increased in disease progression (PD) vs partial response (PR) and disease stabilization (SD) (p = 0.01) after 2 mos of treatment. In patients with e-IFN-γ ≥4.1% vs < 4.1% at baseline, median PFS was 5.6 mos vs not reached, respectively (p = 0.003). The multiparametric radiomic analysis identified the Cluster Prominence Value (CPV, p = 0.012) and the Cluster Shade Value (CSV, p = 0.034) as significantly correlated with treatment outcome. Moreover, the D2d parameter and e-IFN-γ were inversely correlated (p < 0,0001). CPV and D2d reflect the intra-tumor architecture, including necrosis, cell proliferation, and angiogenesis. Conclusions: Liquid biopsy data correlate with radiomic parameters and predict response to immunotherapy.
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Affiliation(s)
- Marzia Del Re
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Laboratory Medicine, University Hospital of Pisa, Pisa, Italy
| | - Lorenzo Fontanelli
- Clinical Pharmacology and Pharmacogenetics Unit,University of Pisa, Pisa, Italy
| | - Alessandra Romano
- Radiodiagnostic Unit III, Department of Translational Research, University Hospital of Pisa, Pisa, Italy
| | - Giulia Pasquini
- U.O. Oncologia Medica II, Azienda Ospedaliero-Universitaria Pisana Istituto Toscano Tumori, Pisa, Italy
| | - Nicole Gri
- Medical Oncology Unit, University Hospital of Pavia, Pavia, Italy
| | - Eleonora Rofi
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | - Stefania Crucitta
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | | | | | | | - Camillo Porta
- Department of Internal Medicine, University of Pavia and Division of Traslational Oncology, IRCCS Istituti Clinici Scientifici Maugeri, Pavia, Italy
| | - Enrico Vasile
- Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Emanuele Neri
- Radiodiagnostic Unit III, Department of Translational Research, University Hispital of Pisa, Pisa, Italy
| | - Romano Danesi
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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