Overview of Risk Factors and Diagnosis of Invasive Candidiasis
Abstract
1. Introduction
2. Epidemiology
3. Risk Factors
3.1. Major Risk Factors
3.2. Genetic Factors
3.3. Risk Factors in Newborns
4. Clinical Manifestations in Invasive Candidiasis
5. Definitions of Invasive Candida Infections Currently in Use
5.1. Invasive Candidiasis
5.2. Catheter-Associated Candidemia
5.3. Deep-Seated Candidiasis
6. Microbiological and Serological Diagnosis of Invasive Candidiasis
6.1. Culture-Related Methods
6.2. Non-Culture-Based Methods
7. Predictive Scores—Risk Assessment
| Models | Variables | Cutoff Point | Sensitivity/ Specificity | Strength | Weakness |
|---|---|---|---|---|---|
| ICU models | |||||
| Candida score (2006) [19] | 1 point = total parenteral nutrition 1 point = preexisting surgery 1 point = multifocal Candida colonization 2 points = severe sepsis | ≥3 | 81%/74% | Can be applied in prevention and treatment decisions as IC (if present) was defined after at least 7 days of ICU stay |
|
| Ostrosky-Zeichner Rule (2007) [59] | Systemic antibiotic use (days 1–3) OR CVC presence (days 1–3) AND at least 2 of the following:
| Not specified | 34%/90% |
| Cannot be applied to patients with systemic antifungal treatment prior to day 4 of ICU stay |
| Nebraska Medical Center Rules (2011) [62] |
| <2.45 | 84%/60% | Can be applied in prevention and treatment decisions as IC (if present) was defined after 4 days of ICU stay |
|
| Corrected Pittet colonization index [63] | Calculated as the ratio of the number of sites with high colonization (>105 CFU) to the number of cultured sites | ≥0.4 | 100%/100% | High positive predictive value in discriminating the colonized from infected patients if 3 variables were documented: length of previous antibiotherapy, APACHE II score of illness severity and intensity of Candida spp. colonization | The cost and processing time might be increased as it requires quantitative cultures from a large number of sites |
| Shanin et al. model (2016) [64] |
| Not specified | 40.5%/84.5% |
|
|
| The AMI risk assessment tool (2025) [65] |
| Ability to predict if ICU sepsis patients will develop IC | Cannot be applied to patients with non-infectious diseases or to patients without evaluation of SOFA score or SOFA score <2 | ||
| Non-ICU models | |||||
| Shorr et al. model (2009) [66] |
| ≥1 | 90%/28.9% |
|
|
| Falcone et al. model (2017) [67] |
| >3 | 87%/83% | The first to take into consideration Clostridium difficile infection as these two infections share some similar risk factors |
|
| Sozio et al. model (2018) [68] |
| ≥4 | 84%/76% | Highlights the use of antibiotics as risk factor | Limited population (included only non-ICU patients from medicine wards with positive blood cultures) |
| Ruiz Rougomez et al. model (2018) [69,70] |
| ≥7 | 79.2%/82.6% | The first to include steroid therapy as a predictor of IC | Limited population (included only non-ICU patients who were non-critically ill, non-neutropenic and without surgical interventions) |
8. Concepts and Candidate Biomarkers Derived from Candida spp. Mechanisms of Invasiveness
| Fungal Cell Component | Functions | Candidate Biomarkers/Diagnostic Procedures | State of Validation | Studies with Clinical Isolates from Patients with Fungal Infections |
|---|---|---|---|---|
| Als3 (morphology- dependent adhesin) | - Adherence to broad range of substrates (E-cadherin, N-cadherin, fibronectin, type IV collagen, laminin, EGFR, HER2, kininogen, fibrinogen, plasminogen) - A potent invasin | - Specific antibodies (ELISA) | Prototype procedures; not commercially available | Diez et al. (2021) [73] Size of cohort: 293 patients Se = 83% in immunocompetent patients, 75% in immunocompromised patients Sp = 63% in immunocompetent patients, 74% in immunocompromised patients AUC = 0.789/0.823 |
| Hwp1 (hyphal wall protein 1) | - Hyphae-specific adhesin - Biofilm formation | - Specific antibodies (ELISA) - Hwp1 expression (qualitative RT-PCR) | Prototype procedures; not commercially available | Diez et al. (2021) [73] Size of cohort: 293 patients Se = 66% in immunocompetent patients, 75% in immunocompromised patients Sp = 75% in immunocompetent patients, 49% in immunocompromised patients AUC = 0.715/0.650 |
| Met 6 (methionine synthetase) | - Metabolic pathways | - Specific antibodies (ELISA) | Prototype procedures; not commercially available | Diez et al. (2021) [73] Size of cohort: 293 patients Se = 77% in immunocompetent patients, 92% in immunocompromised patients Sp = 49% in immunocompetent patients, 74% in immunocompromised patients AUC = 0.674/0.892 |
| Eno 1 (Enolase 1) | - Adherence to host matrix proteins like fibronectin, laminin and vitronectin - Important role in glycolysis pathways | - Specific antibodies (direct ELISA, sandwich ELISA, lateral flow immunoassay, serological proteome analysis—SERPA) | Available for research use only | He Zheng-Hin et al. (2016) [76] Size of cohort: 88 patients Se = 86.8% Sp = 90% AUC = 0.907 |
| Candidalysin | - Hyphal-specific extracellular peptide - Facilitates translocation across gastrointestinal epithelium | - Specific antibodies (indirect ELISA) | Prototype procedures; not commercially available | Luo T et al. (2025) [78] Size of cohort: 121 patients Se = 80.0% Sp = 73.3% AUC = 0.818 |
9. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| BDG | 1,3-β-D-glucan |
| IC | Invasive candidiasis |
| ICU | Intensive care unit |
| FDA | Food and Drug Administration |
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| Tests | Turnaround Time | Sensitivity | Specificity | Notes |
|---|---|---|---|---|
| 1. Performed on positive blood culture | ||||
| Culture | 2–4 days | 21–71% | N/A | FDA-approved Allows susceptibility testing |
| Real-time, multiplex PCR (e.g., FilmArray® BCID2 Panel, CandID®, Fungiplex® Candida, LightCycler® SeptiFast, Magicplex Sepsis®) | 1–6 h | 90–95% | 90–92% | Not FDA-approved Culture-dependent Candida PCR should detect the most prevalent species and especially those associated with antifungal resistance (e.g., N. glabratus, P. kudriavzevii and Candidozyma auris) |
| T2Candida Magnetic Resonance | 3–5 h | 91% | 99% | FDA-approved Detects the five major species: C. albicans, C. krusei, C. tropicalis, C. parapsilosis, and C. glabrata in whole-blood specimens collected in K2EDTA tubes; discontinued by manufacturer |
| 2. Performed on whole blood | ||||
| 1,3-β-D-glucan (e.g., Fungitell®, Fungitec-G®, Dynamiker Fungus assay®) | 1 h | 92% | 81% | FDA-approved Blood collected directly from the vein in serum tubes Positive results can occur in other fungal infections |
| β-D-glucan+ procalcitonin | 1 h | 96% | 98% | Blood collected directly from the vein in serum tubes Positive results can occur in other fungal infections |
| Mannan and anti-mannan IgG tests (e.g., Platelia Candida Ag-Plus and Ab-Plus®) | 55% | 65% | Not FDA-approved; does not discriminate between colonization and invasion | |
| C. albicans germ tube antibody (CAGTA) assays (e.g., Vircell kit® and VirClia IgG Monotest®) | 42–96% | 54–100% | CAGTA assay does not identify the fungal genus, thus confining the possibility of prescribing targeted antifungals in practice |
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Sisu, V.D.; Băicuș, A. Overview of Risk Factors and Diagnosis of Invasive Candidiasis. J. Fungi 2026, 12, 383. https://doi.org/10.3390/jof12060383
Sisu VD, Băicuș A. Overview of Risk Factors and Diagnosis of Invasive Candidiasis. Journal of Fungi. 2026; 12(6):383. https://doi.org/10.3390/jof12060383
Chicago/Turabian StyleSisu, Valentina Daniela, and Anda Băicuș. 2026. "Overview of Risk Factors and Diagnosis of Invasive Candidiasis" Journal of Fungi 12, no. 6: 383. https://doi.org/10.3390/jof12060383
APA StyleSisu, V. D., & Băicuș, A. (2026). Overview of Risk Factors and Diagnosis of Invasive Candidiasis. Journal of Fungi, 12(6), 383. https://doi.org/10.3390/jof12060383
