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Kumar S, Ramasamy K, Natarajan H, Venkatraman S, Eriyat V, Kundra P. Impact of genetic variants on fentanyl metabolism in major breast surgery patients: a candidate gene association study. Pharmacogenomics 2024; 25:595-603. [PMID: 39563600 DOI: 10.1080/14622416.2024.2429365] [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: 08/10/2024] [Accepted: 11/11/2024] [Indexed: 11/21/2024] Open
Abstract
AIM The study aimed to examine the association of two selected candidate SNPs rs2242480 (CYP3A4) and rs1045642 (ABCB1) with metabolic ratio of plasma norfentanyl to fentanyl concentrations in patients undergoing major breast surgeries. METHODS The retrospective cross-sectional study was done in 257 female patients. DNA extraction, genotyping of selected SNPs, and drug levels measurement were employed. RESULTS A total of 257 female patients were recruited with no loss to follow up. There was no significant association between the two mentioned SNPs and the metabolic ratio (p value > 0.05). As an exploratory analysis, there was a moderately significant negative correlation between metabolic ratio and pupillary constriction to fentanyl (r = -0.27; p < 0.001). There was also a weak but significant positive correlation between metabolic ratio and time for first analgesia in the postoperative period (r = 0.17; p = 0.01). CONCLUSION There was no significant association with the selected candidate SNPs in CYP3A4 and ABCB1 genes and metabolic ratio of norfentanyl to fentanyl in South Indian patients undergoing major breast surgery.
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Affiliation(s)
- Shathish Kumar
- Department of Anaesthesiology, Manipal Hospital Whitefield, Bangalore, India
| | - Kesavan Ramasamy
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Harivenkatesh Natarajan
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Shravan Venkatraman
- Department of Clinical Pharmacology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Vishnu Eriyat
- Department of Pharmacology and Clinical Phamacology, Christian Medical College, Vellore, India
| | - Pankaj Kundra
- Department of Anesthesiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
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Chang CY, Jones BL, Hincapie-Castillo JM, Park H, Heldermon CD, Diaby V, Wilson DL, Lo-Ciganic WH. Association between trajectories of prescription opioid use and risk of opioid use disorder and overdose among US nonmetastatic breast cancer survivors. Breast Cancer Res Treat 2024; 204:561-577. [PMID: 38191684 DOI: 10.1007/s10549-023-07205-6] [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: 03/03/2023] [Accepted: 11/29/2023] [Indexed: 01/10/2024]
Abstract
PURPOSE To examine the association between prescription opioid use trajectories and risk of opioid use disorder (OUD) or overdose among nonmetastatic breast cancer survivors by treatment type. METHODS This retrospective cohort study included female nonmetastatic breast cancer survivors with at least 1 opioid prescription fill in 2010-2019 Surveillance, Epidemiology and End Results linked Medicare data. Opioid mean daily morphine milligram equivalents (MME) calculated within 1.5 years after initiating active breast cancer therapy. Group-based trajectory models identified distinct opioid use trajectory patterns. Risk of time to first OUD/overdose event within 1 year after the trajectory period was calculated for distinct trajectory groups using Cox proportional hazards models. Analyses were stratified by treatment type. RESULTS Four opioid use trajectories were identified for each treatment group. For 38,030 survivors with systemic endocrine therapy, 3 trajectories were associated with increased OUD/overdose risk compared with early discontinuation: minimal dose (< 5 MME; adjusted hazard ratio [aHR] = 1.73 [95% CI 1.43-2.09]), very low dose (5-25 MME; 2.67 [2.05-3.48]), and moderate dose (51-90 MME; 6.20 [4.69-8.19]). For 9477 survivors with adjuvant chemotherapy, low-dose opioid use was associated with higher OUD/overdose risk (aHR = 7.33 [95% CI 2.52-21.31]) compared with early discontinuation. For 3513 survivors with neoadjuvant chemotherapy, the differences in OUD/OD risks across the 4 trajectories were not significant. CONCLUSIONS Among Medicare nonmetastatic breast cancer survivors receiving systemic endocrine therapy or adjuvant chemotherapy, compared with early discontinuation, low-dose or moderate-dose opioid use were associated with six- to sevenfold higher OUD/overdose risk. Breast cancer survivors at high-risk of OUD/overdose may benefit from targeted interventions (e.g., pain clinic referral).
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Affiliation(s)
- Ching-Yuan Chang
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
| | - Bobby L Jones
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
| | | | - Haesuk Park
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
- Center for Drug Evaluation and Safety, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
| | - Coy D Heldermon
- Department of Medicine, College of Medicine, University of Florida, Gainesville, FL, 32611, USA
| | - Vakaramoko Diaby
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
- Center for Drug Evaluation and Safety, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
| | - Debbie L Wilson
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville, FL, 32611, USA
| | - Wei-Hsuan Lo-Ciganic
- Division of General Internal Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, USA.
- Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh, Pittsburgh, USA.
- Geriatric Research Education and Clinical Center, North Florida/South Georgia Veterans Health System, Gainesville, USA.
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STOP Pain Project-Opioid Response in Pediatric Cancer Patients and Gene Polymorphisms of Cytokine Pathways. Pharmaceutics 2022; 14:pharmaceutics14030619. [PMID: 35335997 PMCID: PMC8953705 DOI: 10.3390/pharmaceutics14030619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/08/2022] [Accepted: 03/09/2022] [Indexed: 02/04/2023] Open
Abstract
Moderate to severe cancer pain treatment in children is based on the use of weak and strong opioids. Pharmacogenetics play a central role in developing personalized pain therapies, as well as avoiding treatment failure and/or intolerable adverse drug reactions. This observational study aimed to investigate the association between IL-6, IL-8, and TNFα genetic single nucleotide polymorphisms (SNPs) and response to opioid therapy in a cohort of pediatric cancer patients. Pain intensity before treatment (PIt0) significantly differed according to IL-6 rs1800797 SNP, with a higher PI for A/G and G/G individuals (p = 0.017), who required a higher dose of opioids (p = 0.047). Moreover, compared to G/G subjects, heterozygous or homozygous individuals for the A allele of IL-6 rs1800797 SNP had a lower risk of having a PIt0 > 4. Dose24h and Dosetot were both higher in G/G individuals for TNFα rs1800629 (p = 0.010 and p = 0.031, respectively), while risk of having a PIt0 > 4 and a ∆VAS > 2 was higher for G/G subjects for IL-6 rs1800795 SNP compared to carriers of the C allele. No statistically significant association between genotypes and safety outcomes was found. Thus, IL-6 and TNFα SNPs could be potential markers of baseline pain intensity and opioid dose requirements in pediatric cancer patients.
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Managing childhood cancer pain into survivorship: recognition and emerging principles. Curr Opin Support Palliat Care 2020; 14:100-106. [PMID: 32304399 DOI: 10.1097/spc.0000000000000492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Continual refinement and further stratification of childhood cancer treatment has led to increased survivorship with recognized improvements in many long-term health outcomes. Despite this progress, persisting pain prevalence in childhood cancer survivors is increasing and emerging as a significant long-term health concern. RECENT FINDINGS Currently, there is no guidance on how to approach and manage persisting pain in survivors of childhood cancer. SUMMARY Clinicians should work with children and young people to optimize the management of pain and other symptoms on treatment. Focusing on an early post treatment screening for pain and other symptoms (including sleep and fatigue), and the role of on-going analgesic use. Follow-up should offer a multidisciplinary approach, aimed at lessening reliance on pharmacological approaches to pain management, addressing psychological concerns and promoting increased physical activity. The onus is on clinicians to mitigate the long-term risk of pharmacological reliance, particularly opioid dependency, in patients leaving their care and heading into adulthood. In this article, we highlight the emerging evidence of persisting pain in survivors of childhood cancer as a significant long-term health outcome and consider some initial principles of management.
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Corli O, Porcu L, Santucci C, Bosetti C. The Complex Balance between Analgesic Efficacy, Change of Dose and Safety Profile Over Time, in Cancer Patients Treated with Opioids: Providing the Clinicians with an Evaluation Tool. J Clin Med 2020; 9:jcm9020502. [PMID: 32059572 PMCID: PMC7073698 DOI: 10.3390/jcm9020502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 01/21/2020] [Accepted: 02/10/2020] [Indexed: 01/29/2023] Open
Abstract
Background: Scanty data exist on the integration between the analgesic effect of opioids, dose changes, and adverse events in cancer patients. Methods: To provide further information on this issue, we analysed data on 498 advanced-stage cancer patients treated with strong opioids. At baseline and three visits (at days 7, 14, and 21), pain intensity, oral morphine-equivalent daily dose, and the prevalence of major adverse events were measured. The proportion of responders (pain intensity decrease ≥30% from baseline) and non-responders, as well as of patients with low or high dose escalation, was calculated. Results: Pain intensity strongly decreased from baseline (pain intensity difference −4.0 at day 7 and −4.2 at day 21) in responders, while it was quite stable in non-responders (pain intensity difference −0.8 at day 7 and −0.9 at day 21). In low dose escalation patients (82.4% at final visit), daily dose changed from 52.3 to 65.3 mg; in high dose escalation patients (17.6%), it varied from 94.1 to 146.7 mg. Among responders, high dose escalation patients experienced significantly more frequent adverse events compared to low or high dose escalation patients, while no differences were observed in non-responders. Conclusions: The response to opioids results from the combination of three clinical aspects, which are strongly interrelated. These results provide some thoughts to help clinical evaluations and therapeutic decisions regarding opioid use.
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Affiliation(s)
- Oscar Corli
- Department of Oncology, Laboratory of Methodology for Clinical Research, Unit of Pain and Palliative Care Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy
- Correspondence: ; Tel.: +39-0239014-654
| | - Luca Porcu
- Department of Oncology, Laboratory of Methodology for Clinical Research, Unit of Methodological Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy;
| | - Claudia Santucci
- Department of Oncology, Laboratory of Methodology for Clinical Research, Unit of Cancer Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy; (C.S.); (C.B.)
| | - Cristina Bosetti
- Department of Oncology, Laboratory of Methodology for Clinical Research, Unit of Cancer Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy; (C.S.); (C.B.)
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Kan E, Mustafa S, Chong WW, Premakumar CM, Mohamed Shah N. Relationship Between Adherence to Opioid Analgesics and Pain Beliefs Among Patients with Cancer Pain at Tertiary Care Hospitals in Malaysia. Patient Prefer Adherence 2020; 14:1411-1419. [PMID: 32848370 PMCID: PMC7429214 DOI: 10.2147/ppa.s255289] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 06/20/2020] [Indexed: 12/18/2022] Open
Abstract
CONTEXT Pain is a common and distressing symptom among cancer patients. Opioid analgesics are the mainstay of cancer pain management, and adequate adherence plays an important role in achieving good pain control. PURPOSE To determine the level of adherence to opioid analgesics in patients with cancer pain and to identify factors that may influence the adherence. PATIENT AND METHODS This was a cross-sectional study conducted from March to June 2018 at two tertiary care hospitals in Malaysia. Study instruments consisted of a set of validated questionnaires; the Medication Compliance Questionnaire, Brief Pain Inventory and Pain Opioid Analgesic Beliefs─Cancer scale. RESULTS A total of 134 patients participated in this study. The patients' adherence scores ranged from 52-100%. Factors with a moderate, statistically significant negative correlation with adherence were negative effect beliefs (rs= -0.53, p<0.001), pain endurance beliefs (rs = -0.49, p<0.001) and the use of aqueous morphine (rs = -0.26, p=0.002). A multiple linear regression model on these predictors resulted in a final model which accounted for 47.0% of the total variance in adherence (R2 = 0.47, F (7, 126) = 15.75, p<0.001). After controlling for other variables, negative effect beliefs were the strongest contributor to the model (β = -0.39, p<0.001) and uniquely explained 12.3% of the total variance. CONCLUSION The overall adherence to opioid analgesics among Malaysian patients with cancer pain was good. Negative effects beliefs regarding cancer pain and opioids strongly predicted adherence.
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Affiliation(s)
- Elaine Kan
- Pharmacy Department, Kuala Lumpur Hospital, Ministry of Health, Kuala Lumpur, Malaysia
- Centre of Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Suzana Mustafa
- Pharmacy Department, Kuala Lumpur Hospital, Ministry of Health, Kuala Lumpur, Malaysia
| | - Wei Wen Chong
- Centre of Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Chandini Menon Premakumar
- Centre of Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Noraida Mohamed Shah
- Centre of Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Correspondence: Noraida Mohamed Shah Centre of Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur50300, MalaysiaTel +60 3 9289 8038 Email
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Corli O, Damia G, Galli F, Verrastro C, Broggini M. Lack of Efficacy: When Opioids Do Not Achieve Analgesia from the Beginning of Treatment in Cancer Patients. Cancer Manag Res 2019; 11:10337-10344. [PMID: 31849523 PMCID: PMC6911322 DOI: 10.2147/cmar.s211818] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 10/22/2019] [Indexed: 11/23/2022] Open
Abstract
Introduction Opioids are often used to relieve moderate to severe pain, but their analgesic response may vary. We focused on the absolute lack of analgesic response immediately after beginning opioid treatment, quantifying the proportion of patients with unchanged or worse pain on day 3 (defined as early non-responders (ENRs)) and day 7. Methods This is a post-hoc analysis from a randomized controlled trial involving 498 cancer patients with pain, starting to receive WHO step III opioids. On days 1, 3 and 7 pain intensity (PI) was measured. Results On day 3, 68 (13.7%) patients were ENRs, 53 no change and 15 greater PI compared to baseline. The relationships between pain and clinical characteristics showed no significant differences between ENRs and Early responders (ERs), except for PI at baseline, which was significantly lower in ENRs. ENRs on day 3 were re-assessed on day 7 to explore the patterns of analgesic response: 31.7% of patients remained NRs, 48.3% had become responders, and 20.0% were poor responders. Adverse drug reactions were similar in ERs and ENRs at each visit. Discussion The complete lack of early response to opioids in cancer patients is clinically important and more frequent than expected. Better definition of the mechanism will allow better pain management in cancer and non-cancer patients.
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Affiliation(s)
- Oscar Corli
- Unit of Pain and Palliative Care Research, Laboratory of Methodology for Clinical Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Giovanna Damia
- Laboratory of Molecular Pharmacology, Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Francesca Galli
- Laboratory of Methodology for Clinical Research, Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Carmen Verrastro
- Day Hospital of Rheumatology, ASST Gaetano Pini CTO, Milan, Italy
| | - Massimo Broggini
- Laboratory of Molecular Pharmacology, Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
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Toth LA. Interacting Influences of Sleep, Pain, and Analgesic Medications on Sleep Studies in Rodents. Comp Med 2019; 69:571-578. [PMID: 31213217 DOI: 10.30802/aalas-cm-19-000029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
This overview provides a brief summary of the complex interactions that link sleep, pain, and analgesic medications. Sleep scientists and clinicians are well aware of these relationships and understand that maintaining healthy pain-free subjects in a stable environment is essential to generating interpretable data and valid conclusions. However, these concepts and the data that support bidirectional interactions between sleep and pain may be less known to those who are not sleep scientists yet need such information to protect and advance both animal wellbeing and research validity (for example, veterinarians, IACUC members). Abundant human evidence supports the disruptive effect of pain and the modulatory effects of analgesic drugs on sleep; however, analgesic drugs can alter both sleep and the electroencephalogram, which is the primary objective measure for identifying sleep and evaluating sleep properties in both humans and animals. Consideration of the modulatory and interactive relationships of sleep, pain, and analgesic medications is essential to designing and conducting valid and reproducible sleep research using animal subjects.
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Affiliation(s)
- Linda A Toth
- Emeritus faculty, Southern Illinois University School of Medicine, Springfield, Illinois;,
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Lucenteforte E, Vannacci A, Crescioli G, Lombardi N, Vagnoli L, Giunti L, Cetica V, Coniglio ML, Pugi A, Bonaiuti R, Aricò M, Giglio S, Messeri A, Barale R, Giovannelli L, Mugelli A, Maggini V. Opioid response in paediatric cancer patients and the Val158Met polymorphism of the human catechol-O-methyltransferase (COMT) gene: an Italian study on 87 cancer children and a systematic review. BMC Cancer 2019; 19:113. [PMID: 30704436 PMCID: PMC6357360 DOI: 10.1186/s12885-019-5310-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/21/2019] [Indexed: 01/08/2023] Open
Abstract
Background Genetic polymorphisms in genes involved in pain modulation have been reported to be associated to opioid efficacy and safety in different clinical settings. Methods The association between COMT Val158Met polymorphism (rs4680) and the inter-individual differences in the response to opioid analgesic therapy was investigated in a cohort of 87 Italian paediatric patients receiving opioids for cancer pain (STOP Pain study). Furthermore, a systematic review of the association between opioid response in cancer patients and the COMT polymorphism was performed in accordance with the Cochrane Handbook and the Prisma Statement. Results In the 87 paediatric patients, pain intensity (total time needed to reach the lowest possible level) was significantly higher for G/G than A/G and A/A carriers (p-value = 0.042). In the 60 patients treated only with morphine, the mean of total dose to reach the same pain intensity was significantly higher for G/G than A/G and A/A carriers (p-value = 0.010). Systematic review identified five studies on adults, reporting that opioid dose (mg after 24 h of treatment from the first pain measurement) was higher for G/G compared to A/G and A/A carriers. Conclusions Present research suggests that the A allele in COMT polymorphism could be a marker of opioid sensitivity in paediatric cancer patients (STOP Pain), as well as in adults (Systematic Review), indicating that the polymorphism impact could be not age-dependent in the cancer pain context. Trial registration Registration number: CRD42017057831. Electronic supplementary material The online version of this article (10.1186/s12885-019-5310-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ersilia Lucenteforte
- Department of Clinical and Experimental Medicine University of Pisa, Pisa, Italy
| | - Alfredo Vannacci
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Giada Crescioli
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Niccolò Lombardi
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Laura Vagnoli
- Pain and Palliative Care Unit, Meyer Children's University Hospital, Florence, Italy
| | - Laura Giunti
- Medical Genetics Unit, Meyer Children's University Hospital, Florence, Italy
| | - Valentina Cetica
- Pediatric Neurology, Neurogenetics and Neurobiology Unit and Laboratories, Neuroscience Department, Meyer Children's University Hospital, University of Florence, Florence, Italy
| | - Maria Luisa Coniglio
- Department of Paediatric Oncohematology, Meyer Children's University Hospital, Florence, Italy
| | - Alessandra Pugi
- Clinical Trial Office, Meyer Children's University Hospital, Florence, Italy
| | - Roberto Bonaiuti
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Maurizio Aricò
- Direzione Generale, Azienda Sanitaria Provinciale, Ragusa, Italy
| | - Sabrina Giglio
- Medical Genetics Unit, Meyer Children's University Hospital, Florence, Italy.,Medical Genetics Unit, Department of Clinical and Experimental Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Andrea Messeri
- Pain and Palliative Care Unit, Meyer Children's University Hospital, Florence, Italy
| | | | - Lisa Giovannelli
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Alessandro Mugelli
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Valentina Maggini
- Department of Neuroscience, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy. .,Center for Integrative Medicine, Department of Experimental and Clinical Medicine, Careggi University Hospital, University of Florence, Largo Brambilla, 3 -, 50134, Florence, Italy.
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