SynthesisCancer research2023
A Systematic Review and Multilevel Regression Analysis Reveals the Comorbidity Prevalence in Cancer.
Synthesis in Cancer research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07136727 (The Impact of Multimodal Digital Fusion AI-Assisted Decision Support System-Based Comprehensive Management on Clinical Outcomes in County-Level Patients With Comorbid Cancer), which is not on this map. Cited by 26 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Impact of Multimodal Digital Fusion AI-Assisted Decision Support System-Based Comprehensive Management on Clinical Outcomes in County-Level Patients With Comorbid Cancer:A Prospective Non-randomized Controlled Interventional Study.
Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it, 29 citations in OpenAlex.
- Pooled it
- Combination therapy for high-volumeFrontiers in pharmacology · 2023Pooled it
- Article
- Balancing cancer and comorbidity: a multicenter qualitative study on how comorbidity shapes survivorship care preferences in China.Journal of cancer survivorship : research and practice · 2026Article
- Article
- Interacting and joint effects of frailty and depressive symptoms in relation to risk of cardio-oncology comorbidity in older adults from three prospective cohorts.BMC geriatrics · 2026Article
- Inflammation and RONS Dysregulation by Redox Enzymes as Mechanistic Links in HIV-1-Cancer Comorbidity.Pathogens (Basel, Switzerland) · 2026Review
- A comprehensive nationwide registry study of noncommunicable disease comorbidities and death in cancer patients in Norway-the NCDNOR project.Scientific reports · 2026Article
- Clinical practice guidelines for prognosis and follow-up of early-stage breast cancer patients: Chinese Society of Breast Surgery (CSBrS) practice guidelines (2026 edition) Chinese Society of Breast Surgery, Chinese Society of Surgery, Chinese Medical Association.Translational breast cancer research : a journal focusing on translational research in breast cancer · 2026Review
- The Need for a Systems Biology Approach in Cancer Explained.International journal of molecular sciences · 2025Review
- Impact of comorbidities on survival in melanoma patients.BMC cancer · 2025Article
- Evaluation of Inflammatory Markers (PV, ESR, CRP) in the Early Diagnosis of Cancer and Their Relationship With Survival Rate.Archives of Razi Institute · 2025Article
- Impact of Hypertension on Cancer Stage at Diagnosis Among French Women: The E3N Prospective Cohort.Cancer medicine · 2025Observational
- Group-Based Trajectory Model to Assess Adjuvant Endocrine Therapy Adherence Pattern in HR-Positive Breast Cancer: Results from Rio Grande Valley Patients.Healthcare (Basel, Switzerland) · 2025Article
- Developing a framework for estimating comorbidity burden of inpatient cancer patients based on a case study in China.Global health research and policy · 2025Article
- Healthcare costs of cutaneous melanoma according to comorbidity patterns: a population-based study from the Regional Cancer Registry of the Veneto Region.Frontiers in public health · 2025Article
- The modified Glasgow prognostic score serves as a robust predictor of unplanned readmission and 1-year mortality in lung cancer patients receiving immune checkpoint inhibitors.Frontiers in oncology · 2025Article
- IFN-I-mediated neutropoiesis bias drives neutrophil priming and inflammatory comorbidities.Theranostics · 2025Article
- Article
- Rural and Appalachian cancer survivors' responses to tobacco use screening and tobacco treatment offer.Tobacco induced diseases · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Comorbidities can have major implications for cancer care, as they might impact the timing of cancer diagnosis, compromise optimal care, affect treatment outcomes, and increase healthcare costs. Thus, it is important to comprehensively evaluate cancer comorbidities and examine trends over time. Here, we performed a systematic literature review on the prevalence and types of comorbidities for the five most common forms of cancer. Observational studies from Organisation for Economic Co-operation and Development countries published between 1990 and 2020 in English or Dutch that used routinely collected data from a representative population were included. The search yielded 3,070 articles, of which, 161 were eligible for data analyses. Multilevel analyses were performed to evaluate determinants of variation in comorbidity prevalence and trends over time. The weighted average comorbidity prevalence was 33.4%, and comorbidities were the most common in lung cancer (46.7%) and colorectal cancer (40.0%), followed by prostate cancer (28.5%), melanoma cancer (28.3%), and breast cancer (22.4%). The most common types of comorbidities were hypertension (29.7%), pulmonary diseases (15.9%), and diabetes (13.5%). After adjusting for gender, type of comorbidity index, age, data source (patient records vs. claims), and country, a significant increase in comorbidities of 0.54% per year was observed. Overall, a large and increasing proportion of the oncologic population is dealing with comorbidities, which could be used to inform and adapt treatment options to improve health outcomes and reduce healthcare costs. SIGNIFICANCE: Comorbidities are frequent and increasing in patients with cancer, emphasizing the importance of exploring optimal ways for uniform comorbidity registration and incorporating comorbidity management into cancer care.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.