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Kim Y, Kim G, Cho H, Kim Y, Choi M. Application of Patient-Generated Health Data Among Older Adults With Cancer: Scoping Review. J Med Internet Res 2025; 27:e57379. [PMID: 39903506 PMCID: PMC11836591 DOI: 10.2196/57379] [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: 02/14/2024] [Revised: 11/05/2024] [Accepted: 12/16/2024] [Indexed: 02/06/2025] Open
Abstract
BACKGROUND The advancement of information and communication technologies has spurred a growing interest in and increased applications of patient-generated health data (PGHD). In particular, PGHD may be promising for older adults with cancer who have increased survival rates and experience a variety of symptoms. OBJECTIVE This scoping review aimed to identify the characteristics of research on PGHD as applied to older adults with cancer and to assess the current use of PGHD. METHODS Guided by Arksey and O'Malley as well as the JBI (Joanna Briggs Institute) methodology for scoping reviews, 6 electronic databases were searched: PubMed, Embase, CINAHL, Cochrane Library, Scopus, and Web of Science. In addition, the reference lists of the selected studies were screened to identify gray literature. The researchers independently screened the literature according to the predefined eligibility criteria. Data from the selected studies were extracted, capturing study, participant, and PGHD characteristics. RESULTS Of the 1090 identified studies, 88 were selected. The publication trend gradually increased, with a majority of studies published since 2017 (69/88, 78%). Almost half of the studies were conducted in North America (38/88, 43%), followed by Europe (30/88, 34%). The most common setting in which the studies were conducted was the participant's home (69/88, 78%). The treatment status varied; the median sample size was 50 (IQR 33.8-84.0). The devices that were used to measure the PGHD were classified as research-grade wearable devices (57/113, 50.4%), consumer-grade wearable devices (28/113, 24.8%), or smartphones or tablet PCs for mobile apps (23/113, 20.4%). More than half of the studies measured physical activity (69/123, 56.1%), followed by patient-reported outcomes (23/123, 18.7%), vital signs (13/123, 10.6%), and sleep (12/123, 9.8%). The PGHD were mainly collected passively (63/88, 72%), and active collection methods were used from 2015 onward (20/88, 23%). In this review, the stages of PGHD use were classified as follows: (1) identification, monitoring, review, and analysis (88/88, 100%); (2) feedback and reporting (32/88, 39%); (3) motivation (30/88, 34%); and (4) education and coaching (19/88, 22%). CONCLUSIONS This scoping review provides a comprehensive summary of the overall characteristics and use stages of PGHD in older adults with various types and stages of cancer. Future research should emphasize the use of PGHD, which interacts with patients to provide patient-centered care through patient engagement. By enhancing symptom monitoring, enabling timely interventions, and promoting patient involvement, PGHD have the potential to improve the well-being of older adults with cancer, contributing to better health management and quality of life. Therefore, our findings may provide valuable insights into PGHD that health care providers and researchers can use for geriatric cancer care. TRIAL REGISTRATION Open Science Framework Registry OSF.IO/FZRD5; https://doi.org/10.17605/OSF.IO/FZRD5.
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Affiliation(s)
- Yesol Kim
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Republic of Korea
- College of Nursing, Gyeongsang National University, Jinju, Republic of Korea
| | - Geonah Kim
- Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
| | - Hyeonmi Cho
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, Seoul, Republic of Korea
- Research Institute of AI and Nursing Science, College of Nursing, Gachon University, Incheon, Republic of Korea
| | - Yeonju Kim
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, Republic of Korea
| | - Mona Choi
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, Seoul, Republic of Korea
- Yonsei Evidence Based Nursing Centre, A JBI Affiliated Group, Seoul, Republic of Korea
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Duin JJ, Baltussen JC, Albalak G, van Dam van Isselt EF, Portielje JEA, Mooijaart SP, Soto-Perez-de-Celis E, van den Bos F. The use of wearable technology in studies in older adults with cancer: a systematic review. Oncologist 2024:oyae319. [PMID: 39566085 DOI: 10.1093/oncolo/oyae319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 10/09/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND Despite the increasing integration of wearable technology in oncology, its application in the care of older adults, representing most patients with cancer, is poorly defined. OBJECTIVE This systematic review aimed to summarize the current use of wearables in studies in older adults with cancer. METHODS This systematic review was conducted following the PRISMA guidelines. A systematic search was conducted in PubMed, Embase, Emcare, Web of Science, and Cochrane Library on May 1, 2024. Studies involving wearable devices and patients aged ≥60 years diagnosed with cancer were included. Outcomes reported were study characteristics, wearable outcomes, feasibility and adherence. The mixed method appraisal tool was used to assess the quality of included studies. RESULTS A total of 31 publications were included, comprising 1298 older patients. Of these, 12 were pilot/feasibility studies, 12 were observational studies, 6 were randomized controlled trials, and 1 was a cross-sectional study. Most studies used wearable data to measure recovery (19 studies, 61%). Physical activity was the most studied wearable outcome (27 studies, 87%). Adherence to the wearable device was documented in 11 of the 31 studies (35%), with adherence ranging from 74% to 100%. CONCLUSIONS Our systematic review found wearables were mostly used to measure physical activity, with the most common primary aim of measuring recovery. Most studies reported high adherence, although definitions of adherence were diverse. Our results highlight the need for more and larger studies on wearable technology in older cancer patients, the use of standardized reporting frameworks, and increased participation in research in low- and middle-income countries.
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Affiliation(s)
- Jan J Duin
- Department of Internal Medicine, Section of Geriatrics and Gerontology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
- LUMC Center for Medicine for Older People, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - Joosje C Baltussen
- Department of Medical Oncology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - Gali Albalak
- Department of Internal Medicine, Section of Geriatrics and Gerontology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
- LUMC Center for Medicine for Older People, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - Eléonore F van Dam van Isselt
- LUMC Center for Medicine for Older People, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
- Department of Public Health and Primary Care, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - Johanneke E A Portielje
- Department of Medical Oncology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - Simon P Mooijaart
- Department of Internal Medicine, Section of Geriatrics and Gerontology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
- LUMC Center for Medicine for Older People, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
| | - Enrique Soto-Perez-de-Celis
- Department of Geriatrics, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, 14080 Mexico City, Mexico
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - Frederiek van den Bos
- Department of Internal Medicine, Section of Geriatrics and Gerontology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
- LUMC Center for Medicine for Older People, Leiden University Medical Center, 2300 RC Leiden, The Netherlands
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Karaboué A, Innominato PF, Wreglesworth NI, Duchemann B, Adam R, Lévi FA. Why does circadian timing of administration matter for immune checkpoint inhibitors' efficacy? Br J Cancer 2024; 131:783-796. [PMID: 38834742 PMCID: PMC11369086 DOI: 10.1038/s41416-024-02704-9] [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: 11/10/2023] [Revised: 03/26/2024] [Accepted: 04/24/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND Tolerability and antitumour efficacy of chemotherapy and radiation therapy can vary largely according to their time of administration along the 24-h time scale, due to the moderation of their molecular and cellular mechanisms by circadian rhythms. Recent clinical data have highlighted a striking role of dosing time for cancer immunotherapy, thus calling for a critical evaluation. METHODS Here, we review the clinical data and we analyse the mechanisms through which circadian rhythms can influence outcomes on ICI therapies. We examine how circadian rhythm disorders can affect tumour immune microenvironment, as a main mechanism linking the circadian clock to the 24-h cycles in ICIs antitumour efficacy. RESULTS Real-life data from 18 retrospective studies have revealed that early time-of-day (ToD) infusion of immune checkpoint inhibitors (ICIs) could enhance progression-free and/or overall survival up to fourfold compared to late ToD dosing. The studies involved a total of 3250 patients with metastatic melanoma, lung, kidney, bladder, oesophageal, stomach or liver cancer from 9 countries. Such large and consistent differences in ToD effects on outcomes could only result from a previously ignored robust chronobiological mechanism. The circadian timing system coordinates cellular, tissue and whole-body physiology along the 24-h timescale. Circadian rhythms are generated at the cellular level by a molecular clock system that involves 15 specific clock genes. The disruption of circadian rhythms can trigger or accelerate carcinogenesis, and contribute to cancer treatment failure, possibly through tumour immune evasion resulting from immunosuppressive tumour microenvironment. CONCLUSIONS AND PERSPECTIVE Such emerging understanding of circadian rhythms regulation of antitumour immunity now calls for randomised clinical trials of ICIs timing to establish recommendations for personalised chrono-immunotherapies with current and forthcoming drugs.
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Affiliation(s)
- Abdoulaye Karaboué
- UPR "Chronotherapy, Cancer and Transplantation", Medical School, Paris-Saclay University, 94800, Villejuif, France
- Medical Oncology Unit, GHT Paris Grand Nord-Est, Le Raincy-Montfermeil, 93770, Montfermeil, France
| | - Pasquale F Innominato
- North Wales Cancer Centre, Ysbyty Gwynedd, Betsi Cadwaladr University Health Board, Bangor, LL57 2PW, UK
- Cancer Chronotherapy Team, Division of Biomedical Sciences, Medical School, Warwick University, Coventry, CV4 7AL, UK
| | - Nicholas I Wreglesworth
- North Wales Cancer Centre, Ysbyty Gwynedd, Betsi Cadwaladr University Health Board, Bangor, LL57 2PW, UK
- School of Medical Sciences, Bangor University, Bangor, LL57 2PW, UK
| | - Boris Duchemann
- UPR "Chronotherapy, Cancer and Transplantation", Medical School, Paris-Saclay University, 94800, Villejuif, France
- Thoracic and Medical Oncology Unit, Avicenne Hospital, Assistance Publique-Hôpitaux de Paris, 93000, Bobigny, France
| | - René Adam
- UPR "Chronotherapy, Cancer and Transplantation", Medical School, Paris-Saclay University, 94800, Villejuif, France
- Hepato-Biliary Center, Paul Brousse Hospital, Assistance Publique-Hopitaux de Paris, 94800, Villejuif, France
| | - Francis A Lévi
- UPR "Chronotherapy, Cancer and Transplantation", Medical School, Paris-Saclay University, 94800, Villejuif, France.
- Gastro-intestinal and Medical Oncology Service, Paul Brousse Hospital, 94800, Villejuif, France.
- Department of Statistics, University of Warwick, Coventry, UK.
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Chen HM, Lee MC, Tian JY, Dai MF, Wu YC, Huang CS, Hsu PK, Duong LT. Relationships Among Physical Activity, Daylight Exposure, and Rest-Activity Circadian Rhythm in Patients With Esophageal and Gastric Cancer: An Exploratory Study. Cancer Nurs 2024; 47:112-120. [PMID: 36728167 DOI: 10.1097/ncc.0000000000001188] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Although rest-activity circadian rhythm (RACR) disruption is associated with mortality in patients with cancer, few studies have examined the effect of RACR on patients with esophageal and gastric cancer. OBJECTIVE The aim of this study was to identify the predictors of RACR. METHODS This cross-sectional, single-site study included 276 patients with esophageal and gastric cancer recruited from chest-surgery and general-surgery outpatient departments. Actigraphy was used to assess objective physical activity (PA), daylight exposure, and RACR, and 3-day PA was used to indicate the subjective amount of PA. The parameter of objective PA was the up activity mean; the parameter of daylight exposure was >500 lx, and the parameters of RACR were the 24-hour correlation coefficient, in-bed less than out-of-bed dichotomy index, midline estimating statistic of rhythm, and amplitude. The subjective amount of PA was calculated as the sum of mild, moderate, and vigorous PA. RESULTS The up activity mean predicted 24-hour correlation coefficient. The PA amount and up activity mean predicted in-bed less than out-of-bed dichotomy index. The up activity mean and >500-lx daylight exposure predicted midline estimating statistic of rhythm. Finally, the PA amount and up activity mean predicted the amplitude. CONCLUSIONS Increased PA and daylight exposure may improve RACR. IMPLICATIONS FOR PRACTICE Patients with esophageal and gastric cancer should be encouraged to engage in outdoor PA during the daytime as part of their regular lifestyle to maintain a robust circadian rhythm.
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Affiliation(s)
- Hui-Mei Chen
- Author Affiliations: School of Nursing, College of Nursing, National Taipei University of Nursing and Health Sciences (Drs Chen and Lee); Department of Nursing, Taipei Veterans General Hospital (Mss Tian and Dai); Division of Thoracic Surgery, Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University (Dr Wu); and Division of Thoracic Surgery, Department of Surgery, Taipei Veterans General Hospital (Drs Huang and Hsu), Taipei, Taiwan; Faculty of Nursing and Midwifery, Hanoi Medical University, Hanoi, Vietnam; Hanoi Obstetrics and Gynecology Hospital, Hanoi, Vietnam (Ms Duong)
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Kos M, Brouwer CG, van Laarhoven HW, Hopman MT, van Oijen MG, Buffart LM. The association between wearable device metrics and clinical outcomes in oncology: a systematic review with evidence synthesis and meta-analysis. Crit Rev Oncol Hematol 2023; 185:103979. [PMID: 37001837 DOI: 10.1016/j.critrevonc.2023.103979] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/24/2023] [Accepted: 03/26/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND The emerging study of wearable devices (WDs) in patients with cancer provides opportunities to harness real-time patient data for predicting clinical outcomes. We conducted a systematic review with best evidence synthesis to examine the association between WD metrics and clinical outcomes in patients with cancer. METHODS MEDLINE and Embase were searched from inception until June 2022. Risk of bias assessment and best evidence synthesis were performed and, If possible, meta-analysis was conducted. RESULTS A total of 34 studies was included. We found moderate-to-strong evidence for associations between circadian rest-activity metrics and OS. Disrupted I<O was associated with increased hazard for death (HR 2.08; 95 %CI: 1.50-2.88). For most associations there was insufficient evidence due to lack of studies (n = 32) or inconsistent results (n = 14). CONCLUSION Meta-analysis was greatly hampered due to heterogeneity and different methodology used between studies. Studies primarily designed to investigate the association between WD metrics and clinical outcomes are warranted.
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Strøm L, Danielsen JT, Amidi A, Cardenas Egusquiza AL, Wu LM, Zachariae R. Sleep During Oncological Treatment - A Systematic Review and Meta-Analysis of Associations With Treatment Response, Time to Progression and Survival. Front Neurosci 2022; 16:817837. [PMID: 35516799 PMCID: PMC9063131 DOI: 10.3389/fnins.2022.817837] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 02/02/2022] [Indexed: 01/20/2023] Open
Abstract
Introduction Disrupted sleep and sleep-wake activity are frequently observed in cancer patients undergoing oncological treatment. These disruptions are often associated with aggravated symptom burden and diminished health-related quality of life that in turn may compromise treatment adherence and, thus, effectiveness. In addition, disrupted sleep has been linked to carcinogenic processes, which ultimately could result in worse prognostic outcomes. Aims Our aim was to systematically review and conduct a meta-analysis of studies examining the associations between sleep and sleep-wake activity and prognostic outcomes in cancer patients undergoing oncological treatment. Methods A comprehensive systematic search of English language papers was undertaken in June 2020 using PubMed, The Cochrane Library, and CINAHL. Two reviewers independently screened 4,879 abstracts. A total of 26 papers were included in the narrative review. Thirteen papers reporting hazard ratios reflecting associations between a dichotomized predictor variable (sleep) and prognostic outcomes were subjected to meta-analysis. Results Nineteen of the 26 eligible studies on a total of 7,092 cancer patients reported associations between poorer sleep and poorer response to treatment, shorter time to progression, and/or reduced overall survival, but were highly heterogeneous with respect to the sleep and outcome parameters investigated. Meta-analysis revealed statistically significant associations between poor self-reported sleep and reduced overall survival (HR = 1.33 [95% CI 1.09-1.62], k = 11), and shorter time to progression (HR = 1.40 [95% CI 1.23-1.59], k = 3) and between poor objectively assessed sleep and reduced overall survival (HR = 1.74 [95% CI 1.05-2.88], k = 4). Conclusion The current findings indicate that disturbed sleep during treatment may be a relevant behavioral marker of poor cancer prognosis. The limited number of studies, the common use of single item sleep measures, and potential publication bias highlight the need for further high quality and longitudinal studies.
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Affiliation(s)
- Louise Strøm
- Unit for Psycho-Oncology and Health Psychology, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Josefine T. Danielsen
- Unit for Psycho-Oncology and Health Psychology, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Ali Amidi
- Unit for Psycho-Oncology and Health Psychology, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Ana Lucia Cardenas Egusquiza
- Department of Psychology and Behavioral Sciences, Center for Autobiographical Memory Research, Aarhus University, Aarhus, Denmark
| | - Lisa Maria Wu
- Unit for Psycho-Oncology and Health Psychology, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
- Aarhus Institute of Advanced Studies, Aarhus University, Aarhus, Denmark
| | - Robert Zachariae
- Unit for Psycho-Oncology and Health Psychology, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
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Gibb M, Winter H, Komarzynski S, Wreglesworth NI, Innominato PF. Holistic Needs Assessment of Cancer Survivors-Supporting the Process Through Digital Monitoring of Circadian Physiology. Integr Cancer Ther 2022; 21:15347354221123525. [PMID: 36154506 PMCID: PMC9520145 DOI: 10.1177/15347354221123525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
The year 2022 could represent a significant juncture in the incorporation of mHealth solutions in routine cancer care. With the recent global COVID-19 pandemic leading a surge in both observation- and intervention-based studies predominantly aimed at remote monitoring there has been huge intellectual investment in developing platforms able to provide real time analytics that are readily usable. Another fallout from the pandemic has seen record waiting times and delayed access to cancer therapies leading to exhausting pressures on global healthcare providers. It seems an opportune time to utilize this boom in platforms to offer more efficient “at home” clinical assessments and less “in department” time for patients. Here, we will focus specifically on the role of digital tools around cancer survivorship, a relevant aspect of the cancer journey, particularly benefiting from integrative approaches. Within that context a further concept will be introduced and that is of the likely upsurge in circadian-based interpretation of continuous monitoring and the engendered therapeutic modifications. Chronobiology across the 24-hour span has long been understood to control key bodily aspects and circadian dysregulation plays a significant role in the risk of cancer and also the response to therapy and therefore progressive outcome. The rapid improvement in minimally invasive monitoring devices is, in the opinion of the authors, likely to advance introducing chronobiological amendments to routine clinical practices with positive impact on cancer survivors.
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Affiliation(s)
- Max Gibb
- Cancer Services, Betsi Cadwaladr University Health Board, Bodelwyddan, UK
| | - Hannah Winter
- Respiratory Medicine, Betsi Cadwaladr University Health Board, Bangor, UK
| | | | - Nicholas I Wreglesworth
- Cancer Services, Betsi Cadwaladr University Health Board, Bodelwyddan, UK.,Bangor University, Bangor, UK
| | - Pasquale F Innominato
- Cancer Services, Betsi Cadwaladr University Health Board, Bodelwyddan, UK.,University of Warwick, Coventry, UK.,Paris-Saclay University, Villejuif, France
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Circadian and chemotherapy-related changes in urinary modified nucleosides excretion in patients with metastatic colorectal cancer. Sci Rep 2021; 11:24015. [PMID: 34907230 PMCID: PMC8671418 DOI: 10.1038/s41598-021-03247-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 11/01/2021] [Indexed: 11/29/2022] Open
Abstract
Urinary levels of modified nucleosides reflect nucleic acids turnover and can serve as non-invasive biomarkers for monitoring tumour circadian dynamics, and treatment responses in patients with metastatic colorectal cancer. In 39 patients, median overnight urinary excretion of LC-HRMS determinations of pseudouridine, was ~ tenfold as large as those of 1-methylguanosine, 1-methyladenosine, or 4-acetylcytidine, and ~ 100-fold as large as those of adenosine and cytidine. An increase in any nucleoside excretion after chemotherapy anticipated plasma carcinoembryonic antigen progression 1–2 months later and was associated with poor survival. Ten fractionated urines were collected over 2-days in 29 patients. The median value of the rhythm-adjusted mean of urinary nucleoside excretion varied from 64.3 for pseudouridine down to 0.61 for cytidine. The rhythm amplitudes relative to the 24-h mean of 6 nucleoside excretions were associated with rest duration, supporting a tight link between nucleosides turnover and the rest-activity rhythm. Moreover, the amplitude of the 1-methylguanosine rhythm was correlated with the rest-activity dichotomy index, a significant predictor of survival outcome in prior studies. In conclusion, urinary excretion dynamics of modified nucleosides appeared useful for the characterization of the circadian control of cellular proliferation and for tracking early responses to treatments in colorectal cancer patients.
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