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Miaskowski C, Conley YP, Cooper BA, Paul SM, Smoot BJ, Hammer MJ, Fu M, Levine JD. Identification Of A Higher Risk Lymphedema Phenotype And Associations With Cytokine Gene Polymorphisms. J Pain Symptom Manage 2024; 67:375-383.e3. [PMID: 38307372 DOI: 10.1016/j.jpainsymman.2024.01.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/21/2024] [Accepted: 01/24/2024] [Indexed: 02/04/2024]
Abstract
CONTEXT Breast cancer-related lymphedema (BCRL) is chronic condition that occurs in 5% to 75% of women following treatment for breast cancer. However, little is known about the risk factors and mechanisms associated with a worse BCRL profile. OBJECTIVES Identify distinct BCRL profiles in women with the condition (i.e., lower vs. higher risk phenotype) and evaluate for associations with pro- and anti-inflammatory genes. METHODS Latent class profile analysis (LCPA) was used to identify the BCRL profiles using phenotypic characteristics evaluated prior to surgery. Candidate gene analyses were done to identify cytokine genes associated with the two BCRL profiles. RESULTS Of the 155 patients evaluated, 35.5% (n = 55) were in the Lower and 64.5% (n = 100) were in the Higher Risk classes. Risk factors for membership in the Higher class included: lower functional status, having sentinel lymph node biopsy, axillary lymph node dissection, mastectomy, higher number of positive lymph nodes, and receipt of chemotherapy. Polymorphisms for interleukin (IL)1-beta and IL6 were associated with membership in the Higher Risk class. CONCLUSION The readily available and clinically relevant phenotypic characteristics associated with a worse BCRL profile can be used by clinicians to identify higher risk patients. If confirmed, these characteristics can be tested in predictive risk models. In addition, the candidate gene findings may guide the development of mechanistically-based interventions to decrease the risk of BCRL.
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Affiliation(s)
- Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA; School of Medicine, University of California, San Francisco, CA, USA.
| | | | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Betty J Smoot
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Mei Fu
- School of Nursing and Health Studies, University of Missouri, Kansas City, MO, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
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2
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Teo PT, Rogacki K, Gopalakrishnan M, Das IJ, Abazeed ME, Mittal BB, Gentile M. Determining risk and predictors of head and neck cancer treatment-related lymphedema: A clinicopathologic and dosimetric data mining approach using interpretable machine learning and ensemble feature selection. Clin Transl Radiat Oncol 2024; 46:100747. [PMID: 38450218 PMCID: PMC10915511 DOI: 10.1016/j.ctro.2024.100747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 01/02/2024] [Accepted: 02/15/2024] [Indexed: 03/08/2024] Open
Abstract
Background and purpose The ability to determine the risk and predictors of lymphedema is vital in improving the quality of life for head and neck (HN) cancer patients. However, selecting robust features is challenging due to the multicollinearity and high dimensionality of radiotherapy (RT) data. This study aims to overcome these challenges using an ensemble feature selection technique with machine learning (ML). Materials and methods Thirty organs-at-risk, including bilateral cervical lymph node levels, were contoured, and dose-volume data were extracted from 76 HN treatment plans. Clinicopathologic data was collected. Ensemble feature selection was used to reduce the number of features. Using the reduced features as input to ML and competing risk models, internal and external lymphedema prediction capability was evaluated with the ML models, and time to lymphedema event and risk stratification were estimated using the risk models. Results Two ML models, XGBoost and random forest, exhibited robust prediction performance. They achieved average F1-scores and AUCs of 84 ± 3.3 % and 79 ± 11.9 % (external lymphedema), and 64 ± 12 % and 78 ± 7.9 % (internal lymphedema). Predictive ML and risk models identified common predictors, including bulky node involvement, high dose to various lymph node levels, and lymph nodes removed during surgery. At 180 days, removing 0-25, 26-50, and > 50 lymph nodes increased external lymphedema risk to 72.1 %, 95.6 %, and 57.7 % respectively (p = 0.01). Conclusion Our approach, involving the reduction of HN RT data dimensionality, resulted in effective ML models for HN lymphedema prediction. Predictive dosimetric features emerged from both predictive and competing risk models. Consistency with clinicopathologic features from other studies supports our methodology.
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Affiliation(s)
- P. Troy Teo
- Department of Radiation Oncology, Northwestern Memorial Hospital, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, IL 60611. Chicago, United States
| | - Kevin Rogacki
- Department of Radiation Oncology, Northwestern Memorial Hospital, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, IL 60611. Chicago, United States
| | - Mahesh Gopalakrishnan
- Department of Radiation Oncology, Northwestern Memorial Hospital, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, IL 60611. Chicago, United States
| | - Indra J Das
- Department of Radiation Oncology, Northwestern Memorial Hospital, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, IL 60611. Chicago, United States
| | - Mohamed E Abazeed
- Department of Radiation Oncology, Northwestern Memorial Hospital, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, IL 60611. Chicago, United States
| | - Bharat B Mittal
- Department of Radiation Oncology, Northwestern Memorial Hospital, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, IL 60611. Chicago, United States
| | - Michelle Gentile
- Department of Radiation Oncology, University of Pennsylvania, Pennsylvania Hospital, 800 Spruce Street, Philadelphia, PA 19107, United States
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Bowman C, Rockson SG. The Role of Inflammation in Lymphedema: A Narrative Review of Pathogenesis and Opportunities for Therapeutic Intervention. Int J Mol Sci 2024; 25:3907. [PMID: 38612716 PMCID: PMC11011271 DOI: 10.3390/ijms25073907] [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: 02/03/2024] [Revised: 03/20/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
Lymphedema is a chronic and progressive disease of the lymphatic system characterized by inflammation, increased adipose deposition, and tissue fibrosis. Despite early hypotheses identifying lymphedema as a disease of mechanical lymphatic disruption alone, the progressive inflammatory nature underlying this condition is now well-established. In this review, we provide an overview of the various inflammatory mechanisms that characterize lymphedema development and progression. These mechanisms contribute to the acute and chronic phases of lymphedema, which manifest clinically as inflammation, fibrosis, and adiposity. Furthermore, we highlight the interplay between current therapeutic modalities and the underlying inflammatory microenvironment, as well as opportunities for future therapeutic development.
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Affiliation(s)
- Catharine Bowman
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA;
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Stanley G. Rockson
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA;
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Kawakami Z, Matsubara Y, Ogura K, Imamura S, Iizuka S, Zhang N, Matsumoto C, Fujitsuka N. Effect of Goreisan, a Traditional Japanese Medicine, on Rat Hindlimb Lymphedema. Biol Pharm Bull 2024; 47:1179-1188. [PMID: 38880626 DOI: 10.1248/bpb.b23-00829] [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: 06/18/2024]
Abstract
Secondary lymphedema occurs after cancer surgery involving lymph node dissection owing to the lymphatic system dysfunction. However, the pathophysiology of lymphedema and the molecular pathways involved remain unknown. This study aimed to develop a rat hindlimb lymphedema model and investigate the mechanisms that drive pathophysiology and the effects of the traditional Japanese medicine goreisan on lymphedema. The rat lymphedema model was induced by combination surgeries of popliteal lymph node dissection, skin cautery incision, and fascial ablation coagulation in the right hindlimb using male Wistar rats. The foot volume was significantly increased, and recovery was delayed by combination surgeries. Dermal thickness and dilated lymphatic vessels of the hindlimb were observed on postoperative day 2. The number of infiltrating leukocytes (CD45+ cells), including CD4+ T-cells, increased in the lymphedema group compared with that in the sham group. The relative mRNA expression and protein levels of interleukin-6 (IL-6), CC chemokine ligand 2 (CCL2), transforming growth factor β1 (TGF-β1), and Fms-related receptor tyrosine kinase 4 (FLT4) were significantly higher in the lymphedema group than in the sham group. Foot volume was decreased by goreisan, furosemide, and prednisolone treatments. Goreisan diminished the increase in CD4+ T-cells, and the same trend was observed for CCL2 and FLT4 expression. In conclusion, the rat hindlimb lymphedema model in this study exhibited increased foot volume, skin-infiltrating cells, and pathological changes accompanied by inflammatory and fibrotic responses, suggesting that the model presented significant clinical features of lymphedema. Goreisan may exert a therapeutic effect on lymphedema by inhibiting CD4+ T-cell infiltration.
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Affiliation(s)
| | | | | | | | | | - Nana Zhang
- Tsumura Kampo Research Laboratories, Tsumura & Co
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Jeong HH, Kim D, Kim T, Suh HP, Pak CJ, Jeon JY, Hong JP. The Role of Escin as a Topical Agent for Lymphedema Treatment in a Rat Model. INT J LOW EXTR WOUND 2023:15347346231195944. [PMID: 37605640 DOI: 10.1177/15347346231195944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
Escin, a naturally derived material isolated from horse chestnut, is used as an anti-inflammatory and anti-edema agent. This study aimed to evaluate its effects on lymphedema in a rat tail model. We divided the rats into five groups. The treatment groups received topical application of escin gel at concentrations of 20%, 10%, 2%, and 0.5% for 4 weeks. The fifth group served as a control. We performed volumetric (water displacement) tests, H&E staining, and LYVE-1 immunohistochemical staining, followed by statistical evaluation. All treatment groups showed significant volumetric reductions compared with the control group, but no significant differences were observed between the treatment groups. H&E staining showed a significant reduction in dermal thickness in the 20%, 10%, and 2% escin treatment groups compared to the control group. Within the treatment groups, the 2% escin group showed a significant difference compared with the 20% and 10% escin groups (p = 0.021 for both). LYVE-1 immunohistochemical staining revealed a significantly higher mean lymphatic vessel count in the 2% escin group compared with the 20%, 10%, and 0.5% escin-treated groups and the control group (p = 0.019, p = 0.025, p = 0.019, and p = 0.032 respectively). Topical escin applied to a rat tail model of acute lymphedema resulted in a significant reduction in tail volume, reduced dermal thickness, and increased lymphatic structures. The 2% escin concentration may be the optimal dose for improving lymphedema in this model. Further research is warranted to explore the clinical application of escin in patients with lymphedema.
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Affiliation(s)
- Hyung Hwa Jeong
- Department of Plastic and Reconstructive Surgery, Asan Medical Center, University of Ulsan, School of Medicine, Seoul, Republic of Korea
| | - Donggeun Kim
- Department of Plastic and Reconstructive Surgery, Asan Medical Center, University of Ulsan, School of Medicine, Seoul, Republic of Korea
| | - Taehyun Kim
- Department of Plastic and Reconstructive Surgery, Asan Medical Center, University of Ulsan, School of Medicine, Seoul, Republic of Korea
| | - HyunSuk Peter Suh
- Department of Plastic and Reconstructive Surgery, Asan Medical Center, University of Ulsan, School of Medicine, Seoul, Republic of Korea
| | - ChangSik John Pak
- Department of Plastic and Reconstructive Surgery, Asan Medical Center, University of Ulsan, School of Medicine, Seoul, Republic of Korea
| | - Jae Yong Jeon
- Department of Rehabilitation Medicine, Asan Medical Center. University of Ulsan Collage of Medicine, Seoul, Republic of Korea
| | - Joon Pio Hong
- Department of Plastic and Reconstructive Surgery, Asan Medical Center, University of Ulsan, School of Medicine, Seoul, Republic of Korea
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Huynh TTM, Aass HCD, Falk RS, Astrup GL, Helland Å, Bjøro T, Bjordal K, Dale E, Hellebust TP, Herlofson BB, Malinen E, Kiserud CE, Osnes T, Amdal CD. Associations between patient-reported late effects and systemic cytokines in long-term survivors of head and neck cancer treated with radiotherapy. J Cancer Surviv 2023; 17:1082-1093. [PMID: 36350483 PMCID: PMC9643919 DOI: 10.1007/s11764-022-01273-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 10/07/2022] [Indexed: 11/10/2022]
Abstract
PURPOSE Head and neck cancer (HNC) treatment may lead to late effects and impaired health-related quality of life of survivors. Knowledge on long-term late effects after radiotherapy (RT) and potential underlying biological mechanisms is lacking. We assessed the prevalence of xerostomia, dysphagia, and chronic fatigue (CF) in HNC survivors ≥ 5 years post-RT, and examined associations between pro-inflammatory cytokines and late effects. METHODS In a cross-sectional study, 263 HNC survivors treated between 2007 and 2013 were enrolled. They completed validated questionnaires assessing xerostomia and dysphagia (the EORTC QLQ-H&N35), and CF (the Fatigue Questionnaire), and underwent blood sampling and clinical examination. Pro-inflammatory cytokines were analyzed in 262 survivors and 100 healthy age- and gender-matched controls. RESULTS Median time since treatment was 8.5 years. The proportions of survivors reporting xerostomia, dysphagia, and CF were 58%, 31%, and 33%, respectively, with a preponderance of females. We found no significant associations between IL-6, IL-8, IP-10, TARC, TNF, or ENA-78 and the three late effects. The odds of having elevated levels of IL-6 and IP-10 were significantly higher in the survivors compared to the controls. CONCLUSIONS More than one-third of long-term HNC survivors experienced xerostomia, dysphagia, and CF. Persistent inflammation, with elevated systemic cytokines, was not associated with these late effects, although HNC survivors had higher levels of some cytokines than the controls. IMPLICATIONS FOR CANCER SURVIVORS This study provides new knowledge on late effects that can serve as grounds for informing patients with HNC about risk of late effects more than 5 years after RT.
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Affiliation(s)
- T T M Huynh
- Faculty of Medicine, University of Oslo, Oslo, Norway.
- Department of Oncology, Oslo University Hospital, Post Box 4950, NO-0424, NydalenOslo, Norway.
| | - H C D Aass
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
| | - R S Falk
- Research Support Services, Oslo University Hospital, Oslo, Norway
| | - G L Astrup
- Department of Oncology, Oslo University Hospital, Post Box 4950, NO-0424, NydalenOslo, Norway
| | - Å Helland
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Oncology, Oslo University Hospital, Post Box 4950, NO-0424, NydalenOslo, Norway
| | - T Bjøro
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
| | - K Bjordal
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Research Support Services, Oslo University Hospital, Oslo, Norway
| | - E Dale
- Department of Oncology, Oslo University Hospital, Post Box 4950, NO-0424, NydalenOslo, Norway
| | - T P Hellebust
- Department of Physics, University of Oslo, Oslo, Norway
- Department of Medical Physics, Oslo University Hospital, Oslo, Norway
| | - B B Herlofson
- Faculty of Dentistry, University of Oslo, Oslo, Norway
- Department of Otorhinolaryngology, Head and Neck Surgery, Oslo University Hospital, Oslo, Norway
| | - E Malinen
- Department of Physics, University of Oslo, Oslo, Norway
- Department of Medical Physics, Oslo University Hospital, Oslo, Norway
| | - C E Kiserud
- Department of Oncology, Oslo University Hospital, Post Box 4950, NO-0424, NydalenOslo, Norway
| | - T Osnes
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Otorhinolaryngology, Head and Neck Surgery, Oslo University Hospital, Oslo, Norway
| | - C D Amdal
- Department of Oncology, Oslo University Hospital, Post Box 4950, NO-0424, NydalenOslo, Norway
- Research Support Services, Oslo University Hospital, Oslo, Norway
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7
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Wu B, Huang L, Wang Y, Zeng L, Lin Y, Li J, Wang S, Zhang G, An L. Yao medicine Amydrium hainanense suppresses hepatic fibrosis by repressing hepatic stellate cell activation via STAT3 signaling. Front Pharmacol 2022; 13:1043022. [PMID: 36588728 PMCID: PMC9794994 DOI: 10.3389/fphar.2022.1043022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 12/05/2022] [Indexed: 12/15/2022] Open
Abstract
Ethnopharmacological relevance: Hepatic fibrosis (HF) occurs in response to chronic liver injury and may easily develop into irreversible liver cirrhosis or even liver cancer. Amydrium hainanense water extract (AHWE) is a water-soluble component extracted from the Yao medicine Amydrium hainanense (H.Li, Y.Shiao & S.L.Tseng) H.Li, which is commonly used for treating inflammatory diseases in folk. Previous evidence suggested that AHWE significantly inhibited hepatic stellate cell activation. However, little is known regarding the therapeutic effect of AHWE in HF and its underlying action mechanism. Objective: Investigation of the therapeutic effect of AHWE in HF and its underlying mechanism. Methods: The therapeutic effect of AHWE was tested in vivo using an HF mouse model via an intraperitoneal injection of carbon tetrachloride (CCl4). Histological evaluation of liver injury and fibrosis were tested by H&E staining and Masson's trichrome staining. Serum levels of ALT, AST, collagen type I (Col I), and hydroxyproline (HYP) were measured. The mRNA expression of liver fibrotic and inflammatory genes were tested, and the protein levels of alpha smooth muscle actin (α-SMA) and signal transducers and activators of transcription 3 (STAT3) were analyzed. The in vitro experiments were conducted using HSC-T6 and RAW264.7 cell lines. Results: Treatment with AHWE significantly reversed histopathological liver damage and liver function abnormalities in CCl4 mouse model. Also, the serum levels of ALT, AST, Col I, and HYP in CCl4-induced HF mice were improved in AHWE treatment. Further, AHWE showed a remarkable inhibitory effect on the expression of fibrosis markers (Acta2, Col1a1, and Col3a1) and inflammatory factors (Stat3, Tnfa, Il6, and Il1b) induced by CCl4. The results of in vitro experiments were consistent with those obtained in vivo. In addition, it is shown that STAT3 signaling was involved in the anti-fibrotic effects of AHWE as evidenced by STAT3 overexpression. Conclusion: The present study proposed a novel ethnomedicine for HF and suggested the underlying role of STAT3 signaling pathway regulation in this anti-fibrotic effect of the proposed medicine. These findings would serve as solid scientific evidence in support of the development of AHWE as a novel alternative or complementary therapy for HF prevention and treatment.
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Affiliation(s)
| | | | | | | | | | | | - Shaogui Wang
- *Correspondence: Shaogui Wang, ; Guifang Zhang, ; Lin An,
| | - Guifang Zhang
- *Correspondence: Shaogui Wang, ; Guifang Zhang, ; Lin An,
| | - Lin An
- *Correspondence: Shaogui Wang, ; Guifang Zhang, ; Lin An,
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8
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Fadhil M, Singh R, Havas T, Jacobson I. Systematic review of head and neck lymphedema assessment. Head Neck 2022; 44:2301-2315. [PMID: 35818729 DOI: 10.1002/hed.27136] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 05/25/2022] [Accepted: 06/16/2022] [Indexed: 11/08/2022] Open
Abstract
Head and neck lymphedema (HNL) is an increasingly recognized complication of head and neck cancer and its treatment. However, no consensus exists on the "gold-standard" assessment tool for the purposes of diagnosis, classification, or monitoring of HNL. We conducted a systematic review of the literature regarding HNL assessment to determine the optimal method/s of assessment for patients with HNL. A review of publications between January 2000 and September 2021 was undertaken on four electronic databases. Studies were excluded if no clear assessment method of HNL was documented. Sixty-seven articles were included in the study. A wide range of assessment methods for HNL have been reported in the literature. For the purposes of diagnosis and classification of physical findings, computed tomography (CT) appears the most promising tool available for both external and internal HNL. In terms of monitoring, ultrasound appears optimal for external HNL, while a clinician-reported rating scale on laryngoscopy is the gold standard for internal HNL. Patient-reported assessment must be considered alongside objective methods to classify symptom burden and monitor improvement with treatment.
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Affiliation(s)
- Matthew Fadhil
- Prince of Wales Hospital Otolaryngology Head and Neck Research Group, Sydney, New South Wales, Australia.,Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Ravjit Singh
- Prince of Wales Hospital Otolaryngology Head and Neck Research Group, Sydney, New South Wales, Australia.,Department of Otolaryngology, Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - Thomas Havas
- Prince of Wales Hospital Otolaryngology Head and Neck Research Group, Sydney, New South Wales, Australia.,Department of Otolaryngology, Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - Ian Jacobson
- Prince of Wales Hospital Otolaryngology Head and Neck Research Group, Sydney, New South Wales, Australia.,Department of Otolaryngology, Prince of Wales Hospital, Sydney, New South Wales, Australia
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Duhon BH, Phan TT, Taylor SL, Crescenzi RL, Rutkowski JM. Current Mechanistic Understandings of Lymphedema and Lipedema: Tales of Fluid, Fat, and Fibrosis. Int J Mol Sci 2022; 23:6621. [PMID: 35743063 PMCID: PMC9223758 DOI: 10.3390/ijms23126621] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 06/08/2022] [Accepted: 06/10/2022] [Indexed: 12/13/2022] Open
Abstract
Lymphedema and lipedema are complex diseases. While the external presentation of swollen legs in lower-extremity lymphedema and lipedema appear similar, current mechanistic understandings of these diseases indicate unique aspects of their underlying pathophysiology. They share certain clinical features, such as fluid (edema), fat (adipose expansion), and fibrosis (extracellular matrix remodeling). Yet, these diverge on their time course and known molecular regulators of pathophysiology and genetics. This divergence likely indicates a unique route leading to interstitial fluid accumulation and subsequent inflammation in lymphedema versus lipedema. Identifying disease mechanisms that are causal and which are merely indicative of the condition is far more explored in lymphedema than in lipedema. In primary lymphedema, discoveries of genetic mutations link molecular markers to mechanisms of lymphatic disease. Much work remains in this area towards better risk assessment of secondary lymphedema and the hopeful discovery of validated genetic diagnostics for lipedema. The purpose of this review is to expose the distinct and shared (i) clinical criteria and symptomatology, (ii) molecular regulators and pathophysiology, and (iii) genetic markers of lymphedema and lipedema to help inform future research in this field.
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Affiliation(s)
- Bailey H. Duhon
- Department of Medical Physiology, Texas A & M University College of Medicine, Bryan, TX 77807, USA; (B.H.D.); (T.T.P.)
| | - Thien T. Phan
- Department of Medical Physiology, Texas A & M University College of Medicine, Bryan, TX 77807, USA; (B.H.D.); (T.T.P.)
| | - Shannon L. Taylor
- Department of Biomedical Engineering, Vanderbilt University School of Engineering, Nashville, TN 37232, USA;
- Department of Radiology and Radiological Sciences, Vanderbilt University Institute of Imaging Sciences, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Rachelle L. Crescenzi
- Department of Biomedical Engineering, Vanderbilt University School of Engineering, Nashville, TN 37232, USA;
- Department of Radiology and Radiological Sciences, Vanderbilt University Institute of Imaging Sciences, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Joseph M. Rutkowski
- Department of Medical Physiology, Texas A & M University College of Medicine, Bryan, TX 77807, USA; (B.H.D.); (T.T.P.)
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Lou DI, Dietrich MS, Deng J, Murphy BA. Mechanisms of pain and their manifestations in head and neck cancer: Importance of classifying pain subtypes. Head Neck 2021; 43:3720-3729. [PMID: 34617646 PMCID: PMC9292513 DOI: 10.1002/hed.26859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 07/07/2021] [Accepted: 08/12/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Pain is an under-recognized complaint among head and neck cancer (HNC) survivors. Treatment is hindered by inadequate characterization of pain. METHODS A secondary analysis from a prospective, longitudinal study was conducted to characterize pain prevalence, quality, and functional consequences in 77 HNC patients. Pain and pain-related outcomes were captured before treatment, at end-of-treatment, and 3, 6, 9 and 12 months post-treatment. RESULTS Pain was most prevalent at end-of-treatment and declined over time. Chronicity of pain was established by 6 months post-treatment. Oral mucosal neuropathic pain was the most common chronic pain subtype at 12 months post-treatment. Widespread joint and muscle pain was also present at lower numbers. 40.2% of patients continued to require analgesics at 12 months. CONCLUSION Peripheral and central pain subtypes contribute significantly to chronic pain in HNC survivors. Preventive and treatment regimens should be tailored to specific pain subtypes for optimal symptom control.
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Affiliation(s)
- Dianne I Lou
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Mary S Dietrich
- Department of Biostatistics, Schools of Nursing and Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Jie Deng
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Barbara A Murphy
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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11
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Smith DK, Cmelak A, Niermann K, Ghiam M, Lou D, Gilbert J, Gibson MK, Hawkins D, Murphy BA. Preventive use of gabapentin to decrease pain and systemic symptoms in patients with head and neck cancer undergoing chemoradiation. Head Neck 2020; 42:3497-3505. [PMID: 32770612 DOI: 10.1002/hed.26407] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 06/16/2020] [Accepted: 07/14/2020] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Radiation for patients with head and neck cancer (HNC) is associated with painful mucositis that impacts the delivery of treatment and contributes to high symptom burden. METHODS This was a prospective, randomized pilot trial. Eligible patients received primary or adjuvant chemoradiation. Patients were randomized to usual care vs usual care plus gabapentin titrated to drug tolerance during radiation. Patients completed a symptom survey at baseline and weekly during therapy. RESULTS Seventy-nine patients were enrolled in the study (38 control, 41 treatment). At interim analysis, gabapentin use resulted in a decrease in pain (P = .004), with the biggest decreases being in the latter weeks of therapy. By week 7, the median pain score in the treatment group was below the 0.25 quantile of the control group. CONCLUSION Prophylactic use of gabapentin during chemoradiation for HNC patients resulted in a decrease in pain, neurosensory symptoms, and general systemic symptoms.
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Affiliation(s)
- Derek K Smith
- Department of Biostatistics and Oral & Maxillofacial Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Anthony Cmelak
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ken Niermann
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Michael Ghiam
- Department of Otolaryngology, University of Miami, Miami, Florida, USA
| | - Diane Lou
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jill Gilbert
- Department of Medicine, Oncology Division, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Michael K Gibson
- Department of Medicine, Oncology Division, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Deborah Hawkins
- Department of Medicine, Oncology Division, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Barbara A Murphy
- Department of Medicine, Oncology Division, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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12
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Tribius S, Pazdyka H, Tennstedt P, Busch CJ, Hanken H, Krüll A, Petersen C. Prognostic factors for lymphedema in patients with locally advanced head and neck cancer after combined radio(chemo)therapy- results of a longitudinal study. Oral Oncol 2020; 109:104856. [PMID: 32623355 DOI: 10.1016/j.oraloncology.2020.104856] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 06/05/2020] [Accepted: 06/07/2020] [Indexed: 12/14/2022]
Abstract
AIM Treatment-associated lymphedema is a common side effect after multimodal therapy for locally advanced head and neck cancer (LAHNC). This study aims to evaluate potential prognostic factors for head and neck lymphedema (HNL) and its potential impact on clinical outcome. METHODS This is a prospective data registry analysis on 280 patients treated for locally advanced head and neck cancer (LAHNC). All patients received surgery and risk-adapted platinum-based adjuvant intensity modulated radio(chemo)therapy (R(C)T, IMRT). Treatment- related toxicity was prospectively registered in a data base in regular intervals (baseline 3 months after R(C)T, every 3 months for 3 years, and every 6 months thereafter) and documented according to RTOG/EORTC toxicity criteria. RESULTS Predictive for any grade HNL 3 months after R(C)T were age, BMI, number of removed nodes and RT modality. Multivariable logistic regression analysis showed that in the acute toxicity phase (3 months after R(C)T) higher body mass index (BMI), extracapsular spread (ECE), linac-based IMRT, bilateral treatment to the neck (surgery and RT), and the addition of chemotherapy increase the risk for grade 2 HNL. For chronic HNL, higher BMI, linac-based IMRT and ECE were predictive for grade 2 HNL. Higher BMI is associated with better local control rates. Advanced age and ECE had a negative impact on OS. CONCLUSION HNL is a common acute and late side effect after multimodal therapy for LAHNC. Knowing risk factors for HNL prior to therapy enables caregivers and patients to take measures prior to treatment to prevent or limit the effects of HNL.
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Affiliation(s)
- Silke Tribius
- Department of Radiation Oncology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany.
| | - Henning Pazdyka
- Department of Radiation Oncology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Pierre Tennstedt
- Martini Clinic, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Chia-Jung Busch
- Department of Otolaryngology and Head and Neck Surgery, Center for Clinical Neurosciences, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Henning Hanken
- Department of Oral & Maxillofacial Surgery, Center for Clinical Neurosciences, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Andreas Krüll
- Department of Radiation Oncology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Cordula Petersen
- Department of Radiation Oncology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
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13
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Hanks JE, Yalamanchi P, Kovatch KJ, Ali SA, Smith JD, Durham AB, Bradford CR, Malloy KM, McLean SA. Cranial nerve outcomes in regionally recurrent head & neck melanoma after sentinel lymph node biopsy. Laryngoscope 2020; 130:1707-1714. [PMID: 31441955 DOI: 10.1002/lary.28243] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 06/28/2019] [Accepted: 07/31/2019] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Characterize long-term cranial nerve (CN) outcomes following sentinel lymph node biopsy (SLNB) based management for head and neck cutaneous melanoma (HNCM). METHODS Longitudinal review of HNCM patients undergoing SLNB from 1997-2007. RESULTS Three hundred fifty-six patients were identified, with mean age 53.5 ± 19.0 years, mean Breslow depth 2.52 ± 1.87 mm, and 4.9 years median follow-up. One hundred five (29.4%) patients had SLNB mapping to the parotid basin. Eighteen patients had positive parotid SLNs and underwent immediate parotidectomy / immediate completion lymph node dissection (iCLND), with six possessing positive parotid non-sentinel lymph nodes (NSLNs). Fifty-two of 356 (14.6%) patients developed delayed regional recurrences, including 20 total intraparotid recurrences: five following false negative (FN) parotid SLNB, three following prior immediate superficial parotidectomy, two following iCLND without parotidectomy, and the remaining 12 parotid recurrences had negative extraparotid SLNBs. Parotid recurrences were multiple (4.9 mean recurrent nodes) and advanced (n = 4 extracapsular extension), and all required salvage dissection including parotidectomy. Immediate parotidectomy/iCLND led to no permanent CN injuries. Delayed regional HNCM macrometastasis precipitated 16 total permanent CN injuries in 13 patients: 10 CN VII, five CN XI, and one CN XII deficits. Fifty percent (n = 10) of parotid recurrences caused ≥1 permanent CN deficits. CONCLUSIONS Regional HNCM macrometastases and salvage dissection confer marked CN injury risk, whereas early surgical intervention via SLNB ± iCLND ± immediate parotidectomy yielded no CN injuries. Further, superficial parotidectomy performed in parotid-mapping HNCM does not obviate delayed intraparotid recurrences, which increase risk of CN VII injury. Despite lack of a published disease-specific survival advantage in melanoma, early disease control in cervical and parotid basins is paramount to minimize CN complications. LEVEL OF EVIDENCE 4 (retrospective case series) Laryngoscope, 130:1707-1714, 2020.
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Affiliation(s)
- John E Hanks
- Department of Otolaryngology-Head & Neck Surgery, University of California-Davis Medical center, Ann Arbor, Michigan, U.S.A
| | - Pratyusha Yalamanchi
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - Kevin J Kovatch
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - S Ahmed Ali
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - Joshua D Smith
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - Alison B Durham
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - Carol R Bradford
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
- University of Michigan Medical School, Ann Arbor, Michigan, U.S.A
| | - Kelly M Malloy
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
| | - Scott A McLean
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, U.S.A
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14
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Ridner SH, Dietrich MS, Deng J, Ettema SL, Murphy B. Advanced pneumatic compression for treatment of lymphedema of the head and neck: a randomized wait-list controlled trial. Support Care Cancer 2020; 29:795-803. [PMID: 32488435 PMCID: PMC7767900 DOI: 10.1007/s00520-020-05540-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 05/18/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE Lymphedema associated with head and neck cancer (HNC) therapy causes adverse clinical outcomes. Standard treatment includes professionally administered complete decongestive therapy (CDT). Cost and availability of trained therapists are known barriers to therapy. Advanced pneumatic compression devices (APCD) may address these issues. A randomized, wait-list controlled trial was undertaken to evaluate an APCD in post-treatment HNC patients with lymphedema. MATERIAL AND METHODS Eligible patients had completed treatment for HNC, were disease free, and had lymphedema at enrollment. Participants were randomized to wait-list lymphedema self-management (standard of care) or lymphedema self-management plus the use of the APCD bid. Safety (CTCAE V4.0) and feasibility were primary endpoints; secondary endpoints included efficacy measure by objective examination and patient reported outcomes (symptoms, quality of life, function), adherence barriers, and satisfaction. Assessments were conducted at baseline and weeks 4 and 8. RESULTS Forty-nine patients were enrolled (wait-list n = 25; intervention n = 24). In total, forty-three patients completed the study. No device-related Serious Adverse Events were reported. Most patients used the APCD once per day, instead of the prescribed twice per day, citing time related factors as barriers to use. APCD use was associated with significant improvement in perceived ability to control lymphedema (p = 0.003) and visible external swelling (front view p < 0.001, right view p = 0.004, left p = 0.005), as well as less reported pain. CONCLUSION This trial supports the safety and feasibility of the APCD for the treatment of secondary lymphedema in head and neck cancer patients. In addition, preliminary data supports efficacy.
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Affiliation(s)
- Sheila H Ridner
- Vanderbilt School of Nursing, Vanderbilt University School of Nursing, 461 21st Avenue South, Nashville, TN, 37240, USA.
| | - Mary S Dietrich
- Vanderbilt School of Nursing, Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, TN, 37232, USA
| | - Jie Deng
- University of Pennsylvania School of Nursing, 418 Curie Boulevard, Philadelphia, PA, 19104-4217, USA
| | - Sandra L Ettema
- Southern Illinois University School of Medicine, P.O. Box 19620, Springfield, IL, 62794-9620, USA
| | - Barbara Murphy
- Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, TN, 37232, USA
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15
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Herrada AA, Mejías C, Lazo-Amador R, Olate-Briones A, Lara D, Escobedo N. Development of New Serum Biomarkers for Early Lymphedema Detection. Lymphat Res Biol 2020; 18:136-145. [DOI: 10.1089/lrb.2019.0008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- Andrés A. Herrada
- Lymphatic Vasculature and Inflammation Research Laboratory, Facultad de Ciencias de la Salud, Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Talca, Chile
| | - Camila Mejías
- Lymphatic Vasculature and Inflammation Research Laboratory, Facultad de Ciencias de la Salud, Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Talca, Chile
| | - Rodrigo Lazo-Amador
- Lymphatic Vasculature and Inflammation Research Laboratory, Facultad de Ciencias de la Salud, Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Talca, Chile
| | - Alexandra Olate-Briones
- Lymphatic Vasculature and Inflammation Research Laboratory, Facultad de Ciencias de la Salud, Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Talca, Chile
| | - Danitza Lara
- Lymphatic Vasculature and Inflammation Research Laboratory, Facultad de Ciencias de la Salud, Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Talca, Chile
| | - Noelia Escobedo
- Lymphatic Vasculature and Inflammation Research Laboratory, Facultad de Ciencias de la Salud, Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Talca, Chile
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16
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Cervicofacial and Pharyngolaryngeal Lymphedema and Deglutition After Head and Neck Cancer Treatment. Dysphagia 2019; 35:479-491. [DOI: 10.1007/s00455-019-10053-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Accepted: 08/21/2019] [Indexed: 10/26/2022]
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17
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Murphy BA, Wulff-Burchfield E, Ghiam M, Bond SM, Deng J. Chronic Systemic Symptoms in Head and Neck Cancer Patients. J Natl Cancer Inst Monogr 2019; 2019:5551355. [DOI: 10.1093/jncimonographs/lgz004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 02/22/2019] [Accepted: 04/01/2019] [Indexed: 12/18/2022] Open
Abstract
AbstractThe systemic effects and manifestations of disease and treatment have been of interest for millennium. Until recently, basic and clinical research is just now reaching a watershed. Systemic symptoms usually do not occur in isolation but rather in clusters; however, much of the cutting-edge research pertaining to the etiology, mechanism, manifestations, and moderators of systemic symptoms in humans has been directed at individual symptoms, thus creating silos of knowledge. Breaching these silos and bridging the knowledge from disparate arenas of investigation to build a comprehensive depiction of acute and chronic systemic symptoms has been a challenge. In addition, much of the recent work in systemic symptoms has been conducted in the setting of nonmalignant disease. The degree to which the findings from other chronic disease processes can be translated into the oncologic realm is unknown. This article will explore inflammation as a major contributing factor to systemic symptoms and sickness behavior, discuss the most common manifestations in cancer survivors, and, where available, discuss specific data pertaining to head and neck cancer survivors.
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Affiliation(s)
- Barbara A Murphy
- Department of Medicine and Division of Hematology-Oncology, Vanderbilt University Medical Center, Nashville, TN
| | - Elizabeth Wulff-Burchfield
- Department of Medicine and Division of Hematology-Oncology, Vanderbilt University Medical Center, Nashville, TN
| | - Michael Ghiam
- Vanderbilt University School of Medicine, Nashville, TN
| | - Stewart M Bond
- William F. Connell School of Nursing, Boston College, Boston, MA
| | - Jie Deng
- School of Nursing, University of Pennsylvania, Philadelphia PA
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