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. 2024 Jul 20;16(14):2597. doi: 10.3390/cancers16142597

Table 3.

Significant individual risk factors a of overall chemotoxicity (moderate-to-severe).

Authors (Year) b/
Statistical Methods
Nutrition Geriatric Assessments Biomarkers Demographic/
Clinical Factors
Ali et al. (2016) [30]/
Group comparisons
Body mass
with neuropathy
Backshall et al. (2011) [32]/
Group comparisons
Metabolic lipid panel
Barret et al. (2011) [33]/
Odds Ratios (ORs)
Weight loss,
low albumin
Beukers et al. (2021) [34]/
ORs
Comprehensive Frailty Female sex/
Cancer stages
Breton et al. (2021) [35]/
ORs
Physical Frailty (Performance) Alkaline phosphatase (ALP) Surgical history. Hx of aggressive chemotherapy
Feliu et al. (2022) [7]/
Beta coefficient
Weight loss Comprehensive Frailty Kidney function
Folprecht et al. (2008) [39]/
Group comparisons
High WBC, ALP, lactate
Gallois et al. (2019) [40]/
ORs
Weight loss, low albumin
Garg et al. (2012) [41]/
Beta Coefficient
Short telomere length, high platelet lymphocyte ratio, and low neutrophil count with hematological and GI toxicity Younger age with neutropenia and
GI toxicity
Hochster et al. (2007) [43]/
ORs
Physical Frailty (Performance) CEA, liver panels, creatine Older age with GI toxicity (diarrhea)
Jung et al. (2015) [44]/
ORs
Psoas muscle mass
Karabulut et al. (2022) [45]/
Group comparisons
Low BMI, Weight loss, low albumin
Li et al. (2021) [46]/
ORs
Weight loss with hand–foot syndrome, and nausea,
low hemoglobin and albumin with hematological toxicity.
Increased WBC, high CRP with hematological toxicity Older age with GI and hematological toxicity.
Younger age with neutropenia.
Okada et al. (2017) [48]/
Group comparisons
Low albumin with hepatotoxicity
Osterlund et al. (2007) [49]/
Group comparisons
Lactobacillus
Retornaz et al. (2020) [50]/
ORs
Low albumin Physical Frailty (Grip strength, Performance) Increased CRP, and ALP Hx of aggressive chemotherapy
Seymour et al. (2011) [52]/
ORs
Physical Frailty (Performance) Increased WBC Baseline quality of life
Tominga et al. (2016) [54]/
ORs
Low albumin CRP/albumin ratio. Elevated neutrophil/lymphocyte ratio
Watanabe et al. (2018) [56]/
ORs
Low hemoglobin with hematological toxicity Increased age and female sex with hematological toxicity
Brown et al. (2022) [36] */
Group comparisons
BMI and abdominal adiposity
Cespedes Feliciano et al. (2017) [37] */ORs BMI, muscle mass index
Decoster et al. (2018) [38] */
Group comparisons
Physical Frailty (Performance)
Grimes, C. (2022) [42] */
Group comparisons
Sarcopenia
Looijaard et al. (2020) [47] */
Group comparisons
Hx of aggressive chemotherapy

Note. Alb: albumin; BMI: body mass index; CEA: carcinoembryonic antigen; CRP: C-reactive protein; GI: gastrointestinal; Hx: history; ORs: odd ratios; USA: United States of America; and WBC: white blood cell count. a Associated with multiple types of chemotoxicity unless otherwise specified. b We excluded studies with no significant risk factors (Antonio et al. 2018 [58]; Stein et al. 2016 [53]), or without examining risk factors of chemotoxicity (Aparicio et al. 2016 [31]; Sastre et al. 2012 [51]; Tsuchihashi et al. 2018 [55]; Yamada et al. 2013 [57]). * Studies not included in the meta-analysis (n = 5) due to unavailable chemotoxicity prevalence data or data that were not comparable for inclusion in the meta-analysis.