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Original Article

Analysis of Risk Factors for Peripherally Inserted Central Venous Catheter-Associated Bloodstream Infection

Journal of Acute Care Surgery 2024;14(1):9-15.
Published online: March 31, 2024

Department of Surgery, National Health Insurance Service Ilsan Hospital, Ilsan, Republic of Korea

*Corresponding Author: Ji Young Jang, Department of Surgery, National Health Insurance Service Ilsan Hospital, 100 Ilsan-ro, Ilsan-donggu, Goyang, Gyeonggi-do 10444, Republic of Korea, Email: jyjang@hanmail.net
• Received: October 19, 2023   • Revised: November 6, 2023   • Accepted: November 11, 2023

©2024 Korean Society of Acute Care Surgery

This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0)

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  • Purpose
    Despite guidelines on the prevention of central venous line-associated bloodstream infection, it is left to the clinical judgment of the attending physician to determine the risk of infection and how long a central line should remain in place. This study aimed to identify risk factors for peripherally inserted central venous catheter (PICC)-associated infection.
  • Methods
    This retrospective study included 1,136 patients with a PICC who were hospitalized at the National Health Insurance Service Ilsan Hospital (January 2015 to January 2022). Electronic medical records were reviewed for patients with positive blood cultures. Patients with suspicion of infection at the PICC insertion site or with unclear infection at other sites were defined as having a PICC-associated infection.
  • Results
    Thirty-five patients (3.08%) had a PICC-associated infection. There were significant differences in hypertension (p = 0.026), lung disease (p = 0.001), PICC duration > 14 days, and antibiotic use before PICC insertion (p = 0.016) between no PICC-associated infection, and infection in the bloodstream. Total parenteral nutrition with PICC was not significantly different between groups. Logistic regression analysis identified hypertension, lung disease, PICC duration > 14 days (OR 2.088, 95% CI 1.032–4.224, p = 0.041), and antibiotic use before PICC insertion (OR 0.159, 95% CI 0.049–0.515, p = 0.002) as independent risk factors for PICC-associated infection.
  • Conclusion
    The study suggested that PICCs maintained longer than 14 days is a risk factor for PICC-associated infection. Antibiotic use prior to PICC insertion was observed as a negative factor for PICC-associated infection.
The use of high-alert medication is often necessary in surgical, cancer, or critically ill patients. The extravasation of high-alert medication can cause cell apoptosis, tissue ischemia, and necrosis due to high osmolality [13]. To safely infuse these drugs, central venous catheters (CVCs) are essential. Access for CVCs can be through the jugular, subclavian, and femoral veins.
Central venous line-associated bloodstream infection (CLABSI) is very dangerous as it causes sepsis, and thrombophlebitis and is known to have a poor prognosis for patients [47]. Accordingly, CLABSI prevention guidelines recommend that practitioners use full precautions to ensure sterile insertion of CVCs and utilize dressing formulations that contain disinfectants [4,8,9]. Nevertheless, the duration of central line maintenance and risk of infection in patients requiring continuous high-risk medications is left to the clinical judgment of the attending physician [9].
Catheter access to the central vein from a peripheral vein is called a peripherally inserted central catheter (PICC) and is usually accessed via the brachial or basilic vein. Typically, PICCs are inserted by an interventional radiologist, however, bedside ultrasound-guided PICC insertion has recently been implemented in the intensive care unit and can be feasibly and safely performed for critically ill patients who are not ambulatory [10,11]. PICCs have the disadvantage of a narrower lumen and longer length than other central lines, but they are known to be easier to manage and the patient is less prone to infection, allowing them to be used for a longer period than other central lines [6,12]. However, studies of PICCs alone are limited and there is a lack of guidance on their duration of use. Therefore, the purpose of this study was to identify the clinical characteristics and risk factors of patients who developed PICC-associated bloodstream infection.
1. Patient selection
A retrospective analysis of 2,499 patients who underwent PICC among patients admitted to the National Health Insurance Service Ilsan Hospital between January 2015 and June 2022 was performed. Of these, 1,136 patients were included in this study, after excluding 132 patients with confirmed bacterial cultures (from blood cultures) before PICC insertion, 254 patients with unclear height and weight data, and 997 patients with unclear PICC removal dates (Figure 1).
2. Definitions
Electronic medical record chart review was conducted for patients with negative blood cultures before PICC insertion and positive blood cultures after PICC insertion. Patients with positive blood cultures were defined as having a PICC-associated infection if they had clear evidence of redness, abscess, edema, or oozing of bodily fluid at the PICC site, and no clear evidence of infection at other sites.
3. Data collection
Patients were initially selected based on the recommendation for PICC insertion, and the same was done for removal. Patients’ medical history and laboratory tests were obtained from the Electronic medical record. Patients with a history of taking steroids for rheumatic problems were classified as autoimmune disease patients, and patients with a prescription for immunosuppressive drugs or a history of human immunodeficiency virus or leukemia were classified as immunosuppression patients. Laboratory tests consisted of blood tests performed after PICC insertion and immediately before culture. All patients included in this study had a 2-lumen PICC.
4. Outcome measures
The primary outcome measure of this study was to identify the risk factors for PICC-associated infection. The secondary outcome measure was to determine the number of days without infection caused by PICC.
5. Microbiological testing
All causative microorganisms were identified using conventional microbiological methods. Identification and susceptibility tests were performed using the Vitek 2 system (BioMérieux, Marcy-l'Étoile, France) and the MicroScan Walk-Away System (Siemens Healthcare Diagnostics, Sacramento, CA, USA). The antimicrobial susceptibilities of all isolates were interpreted according to the Clinical and Laboratory Standards Institute's guidelines [13].
6. Statistical analysis
Continuous variables were presented as mean values and standard deviations and compared using the student t test. The chi-square and Fisher's exact tests were used to analyze nominal variables. Logistic regression analysis was used to determine if PICC duration was an independent risk factor for infection caused by PICC. Statistical significance was defined as p < 0.05 with a 95% confidence interval (CI). All analyses were performed using SPSS Version 23.0 (SPSS Inc., Chicago, IL, USA).
1. Comparative analysis of the uninfected and infected groups
Of the 1,136 patients in this study, 35 (3.2%) had a PICC-associated infection. When comparing the 2 groups (no infection, and infection in the bloodstream caused by PICC), there were no significant differences in the number of patients aged ≥ 70 (69.3% non-infected vs. 77.1% infected, p = 0.321), male sex (52.1% vs. 60.0%, p = 0.359) and body mass index of ≥ 30 (5.7% vs. 5.7%, p = 1.000). Regarding past medical history, there were statistically significant differences in hypertension (64.7% vs. 82.9%, p = 0.026) and lung disease (36.0% vs. 65.7%, p = 0.001) between the 2 groups (Table 1). There was no statistical difference in the history of CVCs prior to PICC placement (15.3% vs. 17.1%, p = 0.761) and having a femoral central line (7.2% vs. 2.9%, p = 0.507). There was also no statistical difference in the use of parenteral nutrition with PICC (47.8% vs. 40%, p = 0.365). When comparing PICC duration between groups, there was a significant difference in the number of patients with PICCs for ≥ 14 days (46.7% vs. 62.9%, p = 0.043). However, there was no statistical difference between the 2 groups when compared at ≥ 20 days (28.2% vs. 42.9%, p = 0.060) and ≥ 30 days (16.3% vs. 28.6%, p = 0.056). There was a statistically significant difference in the use of antibiotics before PICC insertion between groups (96.5% vs. 77.1%, p = 0.016; Table 1). When comparing clinical outcomes between the 2 groups, length of hospital stay was significantly longer in the group where there was an infection compared with no infection caused by the PICC [median 40.5 days (IQR, 22.0–67.3) vs. 73.0 days (IQR, 44.8–92.5), p = 0.02]. However, there were no significant differences in intensive care unit (ICU) admission, ICU length of stay, or death between groups (52.6% vs. 65.7%, p = 0.126; Table 1).
2. Logistic regression analysis of risk factors affecting PICC-associated infection
To analyze the risk factors for PICC-associated infection, logistic regression analysis was performed using a model consisting of age (> 70 years), hypertension, diabetes, chronic kidney disease, cardiovascular disease, lung disease, cancer history, parenteral nutrition, PICC duration > 14 days, procalcitonin, albumin < 2.5 g/dL, body mass index, and antibiotic use before PICC insertion. Among these variables hypertension (OR 2.996, 95% CI 1.204–7.457, p = 0.018), lung disease (OR 3.487, 95% CI 1.706–7.128, p = 0.001), PICC duration > 14 days (OR 2.088, 95% CI 1.032–4.224, p = 0.041), and use of antibiotics before PICC insertion (OR 0.159, 95% CI 0.049–0.515, p = 0.002) were identified PICC-associated infection factors (Table 2).
In this retrospective study, prolonged PICC duration of use was an independent risk factor for PICC-associated infection. While this is a well-documented risk factor for CVC infections, previous studies and guidelines have not provided clear recommendations for PICC duration of use [8,9,14]. In addition, because the insertion location of CVCs vary, we assumed that the risk factors including duration of stability may differ. Moreover, unlike CVCs, PICCs are not inserted in emergencies, but are often inserted for long-term use of high-alert medications or when systemic vascular conditions are not favorable. For CVCs that are accessed for long-term use, the central venous catheter should have a cuff or be inserted into the body like a chemo port to minimize infection. However, the current trend in Korea is to actively use PICC in end-of-life care, such as for elderly patients and those in hospice units [15]. The high number of deaths in this current study is likely due to the inclusion of patients in hospice units at the National Health Insurance Service Ilsan Hospital.
In a review in 2021 it was recommended that PICCs retained for more than 48 hours may increase the risk of CLABSI and should be removed as soon as possible; prophylactic replacement is not necessary for long-term use [9]. In addition, through receiver operating characteristic curve analysis, a recent study determined the optimal cutoff value of the duration of a PICC was approximately 25 days [14]. This current study showed that the risk of infection roughly doubled when PICC maintenance exceeded 14 days. The difference of approximately 10 days between the 2 studies may be due to the fact that the 1st study included more elderly patients. The median age of the patients with infection due to PICC was 81 years, which is a higher than in previous studies. The second determining factor was the severity of the patients’ conditions. In this current study, there were 343 (30.3%) hospice patients, with an ICU admission rate of 23% of all patients, and an overall mortality rate of 52.9%. Finally, the hospital was implementing integrated nursing care services in most wards. This is likely due to the fact that nurses and nursing assistants were able to more accurately and quickly detect possible PICC-associated infections by continuously observing the patient rather than relying on the caregiver. In this current study, the risk of PICC-associated infection was analyzed to be greater in patients with a history of hypertension and lung disease. Hypertension reduces the elasticity of systemic blood vessels, increasing the likelihood of thrombus formation [16]. This is thought to further increase the risk of thrombus inside a PICC with a small internal diameter and long length. It can be assumed that this in turn may increase the risk of thrombophlebitis due to reduced flow velocity and stasis inside the PICC. In addition, chronic obstructive pulmonary disease, a typical lung disease, induces angiogenesis in the lungs which leads to increased pressure in the pulmonary arteries, which in turn causes pulmonary hypertension [17,18]. Pulmonary hypertension is known to be a risk factor for thrombophlebitis, which is also known to be a risk factor for CLABSI [5,19]. Therefore, lung disease as a risk factor for PICC-associated infection in this study is reasonable. Therefore, in patients with risk factors, consideration may be given to removing or exchanging the PICC when there is evidence of infection or when PICC duration exceeds 14 days.
Finally, it is noteworthy that antibiotic use prior to PICC insertion appeared as an independent protective factor. The patients who received antibiotics prior to PICC insertion represented 95.8% of all patients with PICCs. In general, antibiotic use prior to culture testing is known to increase the likelihood of false negative results [2022]. Other studies in children have shown that use of prophylactic antibiotics before PICC insertion and removal can prevent vein-related infections [23]. This suggests that antibiotic use may have been a prophylactic factor in the prevention of PICC-associated infection, which is consistent with the results of this study. We also found that infections occurred mostly in the group of patients who did not have their PICC removed, even though they had stopped the antibiotics they were using at the time of initial PICC insertion due to improvement in their condition (Table 3). Only 19 (54.3%) patients in the group with PICC-associated infection were still on antibiotics at the time of infection. Therefore, we would suggest that the PICC should be removed or replaced using a different location when the infection is thought to be resolved. However, this is only a hypothesis and further research is needed.
There are several limitations to this study. Firstly, it is a retrospective study. To define the concept of PICC-associated infection, all patients with negative culture results were classified as uninfected, which may have led to false negatives being classified as uninfected; therefore, the results of this study may not be accurate. Secondly, the patient population was heterogeneous. This may have introduced a selective survival bias as hospice, advance directives, and do not resuscitate patients were included. Finally, antibiotic use was present in 96.3% of cases, which may have introduced a confounding skew. These results may have seemed like an argument for the use of prophylactic antibiotics. In children, prophylactic antibiotics are recommended for central line insertion, and the results of this study also show that antibiotic use has a preventive effect. But we are not advocating for prophylactic antibiotics. Therefore, this topic requires large-scale prospective studies.
Nevertheless, this study included a relatively large number of patients and can be used as a clinical reference at a time when the demand for PICC is increasing. Moreover, this study is meaningful as a basis for further research. A larger prospective study on this topic is needed.

Author Contributions

Conceptualization: SHL and JYJ. Methodology: SHL. Formal investigation: SHL, KHP, KYL, DBC, and JYJ. Data analysis: SHL, DBC and KYL. Writing original draft: SHL. Writing - review and editing: KHP, KYL, DBC, and JYJ.

Conflicts of Interest

Ji Young Jang is an editor of this journal but had no influence in the decision to publish this article. There were no other potential conflicts of interest relevant to this article.

Funding

This study received research funding from the National Health Insurance Service Ilsan Hospital.

Ethical Statement

This study was approved by the institutional review board of the National Health Insurance Service Ilsan Hospital and complied with the Declaration of Helsinki (no.: NHIMC 2022-09-010-001). This study was conducted retrospectively, and informed consent was waived. All personally identifiable information was collected anonymously.

Figure 1
Flow chart of patient selection and definition of PICC infection.
EMR = electronic medical record, PICC = peripherally inserted central catheter.
jacs-2024-14-1-9f1.jpg
Table 1
Comparison of patient characteristics between no infection and infection in the bloodstream caused by PICC
Total (N = 1,136) PICC infection (−) (N = 1,101) PICC infection (+) (N = 35) p
Age (median, IQR) 78.0 (66.3–84.0) 78.0 (66.0–83.0) 81.0 (70.0–85.0) 0.213

Age > 70 y 790 (69.5) 763 (69.3) 27 (77.1) 0.321

Male (%) 595 (52.4) 574 (52.1) 21 (60.0) 0.359

BMI > 30 65 (5.7) 63 (5.7) 2 (5.7) 1.000*

BMI < 18 228 (20.1) 218 (19.8) 10 (28.6) 0.202

Admission for surgery 158 (13.9) 155 (14.1) 3 (8.6) 0.354

Fever ≥ 37.8 225 (19.8) 222 (20.2) 3 (8.6) 0.090

Past history (%)
 Hypertension 741 (65.2) 712 (64.7) 29 (82.9) 0.026
 Diabetes mellitus 453 (39.9) 442 (40.1) 11 (31.4) 0.300
 Chronic kidney disease 239 (21.0) 230 (20.9) 9 (25.7) 0.491
 Cardiovascular disease 132 (11.6) 127 (11.5) 5 (14.3) 0.617
 Lung disease 420 (37.0) 397 (36.1) 23 (65.7) 0.001*
 Autoimmune disease 52 (4.6) 51 (4.6) 1 (2.9) 1.000*
 Immunosuppression 49 (4.3) 48 (4.4) 1 (2.9) 1.000*
 Cancer 412 (36.3) 396 (36.0) 16 (45.7) 0.238

Laboratory findings before culture
 White blood cell (×103/uL) 11.65 ± 9.13 11.66 ± 9.18 11.58 ± 7.41 0.963
 Hemoglobin (g/dL) 10.3 ± 2.3 10.3 ± 2.3 10.4 ± 2.2 0.977
 CRP (mg/dL) 9.42 ± 6.20 9.42 ± 6.23 9.37 ± 6.27 0.983
 Albumin (g/dL) 2.87 ± 0.61 2.87 ± 0.61 2.73 ± 0.595 0.178
 Creatinine (mg/dL) 1.51 ± 1.85 1.51 ± 1.85 1.48 ± 1.55 0.915
 Blood urea nitrogen (mg/dL) 29.5 ± 23.4 29.5 ± 23.5 28.7 ± 18.9 0.844
 Lactate (mmol/L) 2.6 ± 2.7 2.6 ± 2.7 2.8 ± 2.4 0.860
 Procalcitonin (ng/mL) 0.54 ± 2.70 0.55 ± 2.74 0.29 ± 0.16 0.572

Central line characteristic
Duration of PICC (median, d) 13.0 (7.0–22.0) 16.0 (8.0–28.0) 24.5 (10.8–50.5) 0.256
 ≥ 14 536 (47.2) 514 (46.7) 22 (62.9) 0.043*
 ≥ 20 326 (28.7) 311 (28.2) 15 (42.9) 0.060
 ≥ 30 190 (16.7) 180 (16.3) 10 (28.6) 0.056
Central line insertion history 174 (15.3) 168 (15.3) 6 (17.1) 0.761
 Femoral central line 80 (7.0) 79 (7.2) 1 (2.9) 0.507*
 Duration of central line (median, d) 12 (7–21) 12 (8–21) 28 (14.8–47.3) 0.205
 Parenteral nutrition 540 (47.5) 526 (47.8) 14 (40.0) 0.365
 Use of antibiotics before PICC 1,089 (95.8) 1,062 (96.5) 27 (77.1) < 0.001
 Use of antibiotics before infection 1,081 (95.2) 1,062 (96.5) 19 (54.3) < 0.001

Clinical outcome
 Length of hospital stay (median, d) 27.5 (16.0–48.0) 40.5 (22.0–67.3) 73.0 (44.8–92.5) 0.002
 ICU admission 262 (23.1) 253 (23.0) 9 (25.7) 0.705
 Length of ICU stay (median, d) 4 (1.0–12.0) 4 (1.0–12.0) 5 (1.0–16.8) 0.348
 Death 602 (53.0) 579 (52.6) 23 (65.7) 0.126

*Fisher exact test; Fever: > 37.8 °C.

BMI = body mass index; cancer = all cancer history regardless of location; CRP = c-reactive protein; ICU = intensive care unit.

Table 2
Logistic regression analysis of risk factors affecting PICC infection
Variables Univariate analysis Multivariate analysis
OR (95% CI) p OR (95% CI) p
Age (> 70 y) 1.092 (0.473–2.519) 0.836
HTN 2.829 (1.099–7.283) 0.031 2.996 (1.204–7.457) 0.018
DM 0.467 (0.212–1.030) 0.059 0.485 (0.230–1.024) 0.058
CKD 1.174 (0.499–2.766) 0.713
Cardiovascular disease 1.145 (0.411–3.189) 0.795
Lung disease 3.282 (1.579–6.822) 0.001 3.487 (1.706–7.128) 0.001
History of cancer 1.257 (0.622–2.542) 0.524
PN 0.580 (0.284–1.183) 0.134
PICC maintain (> 14 d) 2.200 (1.078–4.488) 0.030 2.088 (1.032–4.224) 0.041
Procalcitonin 0.908 (0.569–1.450) 0.687
Albumin (< 2.5 g/dL) 1.418 (0.698–2.880) 0.334
BMI 0.985 (0.909–1.068) 0.720
Use of antibiotics before PICC insertion 0.156 (0.047–0.512) 0.002 0.159 (0.049–0.515) 0.002
Nagelkerke R2 0.309 Hosmer & Lemeshow test 0.655

BMI = body mass index; CI = confidence interval; CKD = chronic kidney disease; DM = diabetes mellitus; HTN = hypertension; OR = odd ratio; PICC = peripheral inserted central catheter; PN = parenteral nutrition.

Table 3
Detailed data of PICC infection groups
Age (y) Sex PICC maintainance days Parentral nutrition HTN Lung disease Use of steroid Culture identified bacteria Use of antibiotics/antibiotic used Use of antibiotics at the time of PICC infection
86 Female 10 No Yes Yes No S hominis No No
90 Male 2 No No Yes Yes Gram negative bacilli No No
87 Male 20 No Yes Yes No S aureus Ceftriaxone Yes
64 Male 55 No Yes No No Gram positive bacilli Imipenem/cliastatin + metronidazole Yes
74 Male 28 Yes Yes Yes No S aureus Piperacillin/tazobactam Yes
88 Male 11 No Yes No No S epidermidis Piperacillin/tazobactam Yes
70 Female 36 No No No No S gordonli Cefoperazone/sulbactam Yes
73 Male 16 Yes No Yes No Gram positive bacilli Piperacillin/tazobactam Yes
86 Male 23 Yes Yes No No S catapis ss. No No
79 Male 17 No Yes Yes Yes Corynebacterium sp. Piperacillin/tazobactam Yes
82 Female 27 No Yes No No S pettenkoferi No No
80 Female 42 No Yes Yes No S caprae Piperacillin/tazobactam No
49 Male 15 Yes No No No B fragillis, E coli Ceftriaxone Yes
76 Female 50 No No No No Bacillus sp. Cefepime + teicoplanin No
48 Male 15 No Yes Yes No S caprae Piperacillin/tazobactam Yes
87 Female 19 No Yes Yes No S epidermidis No No
85 Male 14 No Yes Yes Yes S epidermidis Piperacillin/tazobactam + levofloxacin No
65 Male 12 No Yes Yes No S catapis ss. Ceftriaxone + levofloxacin No
81 Female 35 No Yes No No S hemolyticus, E faecalis Tigecycline Yes
83 Male 10 No Yes Yes Yes C tropicalis Meropenem + levofloxacin + caspofungin Yes
62 Female 4 Yes Yes Yes No C albicans Piperacillin/tazobactam No
90 Male 35 Yes Yes Yes No Corynebacterium sp. Piperacillin/tazobactam + ciprofloxacin No
54 Female 59 No Yes Yes No S epidermidis Ceftriaxone Yes
76 Male 8 Yes Yes Yes Yes E coli Sulfamethoxazole/trimethoprim Yes
94 Female 7 Yes Yes No No S epidermidis No Yes
83 Male 12 Yes Yes Yes No C tropicalis Piperacillin/tazobactam No
85 Male 52 Yes Yes No No E coli Ciprofloxacin Yes
66 Male* 7 No No No Yes K pneuminae ss. No No
84 Female 33 Yes Yes Yes No A nosocomialis Cefepime Yes
68 Female 13 No Yes No Yes A baumannii Piperacillin/tazobactam Yes
82 Male 7 No Yes Yes No E faecium Piperacillin/tazobactam + levofloxacin Yes
82 Male 40 No Yes Yes No S epidermidis Piperacillin/tazobactam + metronidazole No
74 Male 26 Yes Yes Yes Yes C striatum Piperacillin/tazobactam + levofloxacin Yes
73 Male 21 Yes Yes Yes No K pneuminae, S pettenkoferi Amikacin + meropenem No
84 Female 7 Yes Yes Yes No E coli No No

*COVID-19 infected patient.

HTN = hypertension; PICC = peripherally inserted central line catheter.

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      Analysis of Risk Factors for Peripherally Inserted Central Venous Catheter-Associated Bloodstream Infection
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      Figure 1 Flow chart of patient selection and definition of PICC infection. EMR = electronic medical record, PICC = peripherally inserted central catheter.
      Analysis of Risk Factors for Peripherally Inserted Central Venous Catheter-Associated Bloodstream Infection

      Comparison of patient characteristics between no infection and infection in the bloodstream caused by PICC

      Total (N = 1,136) PICC infection (−) (N = 1,101) PICC infection (+) (N = 35) p
      Age (median, IQR) 78.0 (66.3–84.0) 78.0 (66.0–83.0) 81.0 (70.0–85.0) 0.213

      Age > 70 y 790 (69.5) 763 (69.3) 27 (77.1) 0.321

      Male (%) 595 (52.4) 574 (52.1) 21 (60.0) 0.359

      BMI > 30 65 (5.7) 63 (5.7) 2 (5.7) 1.000*

      BMI < 18 228 (20.1) 218 (19.8) 10 (28.6) 0.202

      Admission for surgery 158 (13.9) 155 (14.1) 3 (8.6) 0.354

      Fever ≥ 37.8 225 (19.8) 222 (20.2) 3 (8.6) 0.090

      Past history (%)
       Hypertension 741 (65.2) 712 (64.7) 29 (82.9) 0.026
       Diabetes mellitus 453 (39.9) 442 (40.1) 11 (31.4) 0.300
       Chronic kidney disease 239 (21.0) 230 (20.9) 9 (25.7) 0.491
       Cardiovascular disease 132 (11.6) 127 (11.5) 5 (14.3) 0.617
       Lung disease 420 (37.0) 397 (36.1) 23 (65.7) 0.001*
       Autoimmune disease 52 (4.6) 51 (4.6) 1 (2.9) 1.000*
       Immunosuppression 49 (4.3) 48 (4.4) 1 (2.9) 1.000*
       Cancer 412 (36.3) 396 (36.0) 16 (45.7) 0.238

      Laboratory findings before culture
       White blood cell (×103/uL) 11.65 ± 9.13 11.66 ± 9.18 11.58 ± 7.41 0.963
       Hemoglobin (g/dL) 10.3 ± 2.3 10.3 ± 2.3 10.4 ± 2.2 0.977
       CRP (mg/dL) 9.42 ± 6.20 9.42 ± 6.23 9.37 ± 6.27 0.983
       Albumin (g/dL) 2.87 ± 0.61 2.87 ± 0.61 2.73 ± 0.595 0.178
       Creatinine (mg/dL) 1.51 ± 1.85 1.51 ± 1.85 1.48 ± 1.55 0.915
       Blood urea nitrogen (mg/dL) 29.5 ± 23.4 29.5 ± 23.5 28.7 ± 18.9 0.844
       Lactate (mmol/L) 2.6 ± 2.7 2.6 ± 2.7 2.8 ± 2.4 0.860
       Procalcitonin (ng/mL) 0.54 ± 2.70 0.55 ± 2.74 0.29 ± 0.16 0.572

      Central line characteristic
      Duration of PICC (median, d) 13.0 (7.0–22.0) 16.0 (8.0–28.0) 24.5 (10.8–50.5) 0.256
       ≥ 14 536 (47.2) 514 (46.7) 22 (62.9) 0.043*
       ≥ 20 326 (28.7) 311 (28.2) 15 (42.9) 0.060
       ≥ 30 190 (16.7) 180 (16.3) 10 (28.6) 0.056
      Central line insertion history 174 (15.3) 168 (15.3) 6 (17.1) 0.761
       Femoral central line 80 (7.0) 79 (7.2) 1 (2.9) 0.507*
       Duration of central line (median, d) 12 (7–21) 12 (8–21) 28 (14.8–47.3) 0.205
       Parenteral nutrition 540 (47.5) 526 (47.8) 14 (40.0) 0.365
       Use of antibiotics before PICC 1,089 (95.8) 1,062 (96.5) 27 (77.1) < 0.001
       Use of antibiotics before infection 1,081 (95.2) 1,062 (96.5) 19 (54.3) < 0.001

      Clinical outcome
       Length of hospital stay (median, d) 27.5 (16.0–48.0) 40.5 (22.0–67.3) 73.0 (44.8–92.5) 0.002
       ICU admission 262 (23.1) 253 (23.0) 9 (25.7) 0.705
       Length of ICU stay (median, d) 4 (1.0–12.0) 4 (1.0–12.0) 5 (1.0–16.8) 0.348
       Death 602 (53.0) 579 (52.6) 23 (65.7) 0.126

      *Fisher exact test; Fever: > 37.8 °C.

      BMI = body mass index; cancer = all cancer history regardless of location; CRP = c-reactive protein; ICU = intensive care unit.

      Logistic regression analysis of risk factors affecting PICC infection

      Variables Univariate analysis Multivariate analysis
      OR (95% CI) p OR (95% CI) p
      Age (> 70 y) 1.092 (0.473–2.519) 0.836
      HTN 2.829 (1.099–7.283) 0.031 2.996 (1.204–7.457) 0.018
      DM 0.467 (0.212–1.030) 0.059 0.485 (0.230–1.024) 0.058
      CKD 1.174 (0.499–2.766) 0.713
      Cardiovascular disease 1.145 (0.411–3.189) 0.795
      Lung disease 3.282 (1.579–6.822) 0.001 3.487 (1.706–7.128) 0.001
      History of cancer 1.257 (0.622–2.542) 0.524
      PN 0.580 (0.284–1.183) 0.134
      PICC maintain (> 14 d) 2.200 (1.078–4.488) 0.030 2.088 (1.032–4.224) 0.041
      Procalcitonin 0.908 (0.569–1.450) 0.687
      Albumin (< 2.5 g/dL) 1.418 (0.698–2.880) 0.334
      BMI 0.985 (0.909–1.068) 0.720
      Use of antibiotics before PICC insertion 0.156 (0.047–0.512) 0.002 0.159 (0.049–0.515) 0.002
      Nagelkerke R2 0.309 Hosmer & Lemeshow test 0.655

      BMI = body mass index; CI = confidence interval; CKD = chronic kidney disease; DM = diabetes mellitus; HTN = hypertension; OR = odd ratio; PICC = peripheral inserted central catheter; PN = parenteral nutrition.

      Detailed data of PICC infection groups

      Age (y) Sex PICC maintainance days Parentral nutrition HTN Lung disease Use of steroid Culture identified bacteria Use of antibiotics/antibiotic used Use of antibiotics at the time of PICC infection
      86 Female 10 No Yes Yes No S hominis No No
      90 Male 2 No No Yes Yes Gram negative bacilli No No
      87 Male 20 No Yes Yes No S aureus Ceftriaxone Yes
      64 Male 55 No Yes No No Gram positive bacilli Imipenem/cliastatin + metronidazole Yes
      74 Male 28 Yes Yes Yes No S aureus Piperacillin/tazobactam Yes
      88 Male 11 No Yes No No S epidermidis Piperacillin/tazobactam Yes
      70 Female 36 No No No No S gordonli Cefoperazone/sulbactam Yes
      73 Male 16 Yes No Yes No Gram positive bacilli Piperacillin/tazobactam Yes
      86 Male 23 Yes Yes No No S catapis ss. No No
      79 Male 17 No Yes Yes Yes Corynebacterium sp. Piperacillin/tazobactam Yes
      82 Female 27 No Yes No No S pettenkoferi No No
      80 Female 42 No Yes Yes No S caprae Piperacillin/tazobactam No
      49 Male 15 Yes No No No B fragillis, E coli Ceftriaxone Yes
      76 Female 50 No No No No Bacillus sp. Cefepime + teicoplanin No
      48 Male 15 No Yes Yes No S caprae Piperacillin/tazobactam Yes
      87 Female 19 No Yes Yes No S epidermidis No No
      85 Male 14 No Yes Yes Yes S epidermidis Piperacillin/tazobactam + levofloxacin No
      65 Male 12 No Yes Yes No S catapis ss. Ceftriaxone + levofloxacin No
      81 Female 35 No Yes No No S hemolyticus, E faecalis Tigecycline Yes
      83 Male 10 No Yes Yes Yes C tropicalis Meropenem + levofloxacin + caspofungin Yes
      62 Female 4 Yes Yes Yes No C albicans Piperacillin/tazobactam No
      90 Male 35 Yes Yes Yes No Corynebacterium sp. Piperacillin/tazobactam + ciprofloxacin No
      54 Female 59 No Yes Yes No S epidermidis Ceftriaxone Yes
      76 Male 8 Yes Yes Yes Yes E coli Sulfamethoxazole/trimethoprim Yes
      94 Female 7 Yes Yes No No S epidermidis No Yes
      83 Male 12 Yes Yes Yes No C tropicalis Piperacillin/tazobactam No
      85 Male 52 Yes Yes No No E coli Ciprofloxacin Yes
      66 Male* 7 No No No Yes K pneuminae ss. No No
      84 Female 33 Yes Yes Yes No A nosocomialis Cefepime Yes
      68 Female 13 No Yes No Yes A baumannii Piperacillin/tazobactam Yes
      82 Male 7 No Yes Yes No E faecium Piperacillin/tazobactam + levofloxacin Yes
      82 Male 40 No Yes Yes No S epidermidis Piperacillin/tazobactam + metronidazole No
      74 Male 26 Yes Yes Yes Yes C striatum Piperacillin/tazobactam + levofloxacin Yes
      73 Male 21 Yes Yes Yes No K pneuminae, S pettenkoferi Amikacin + meropenem No
      84 Female 7 Yes Yes Yes No E coli No No

      *COVID-19 infected patient.

      HTN = hypertension; PICC = peripherally inserted central line catheter.

      Table 1 Comparison of patient characteristics between no infection and infection in the bloodstream caused by PICC

      Fisher exact test; Fever: > 37.8 °C.

      BMI = body mass index; cancer = all cancer history regardless of location; CRP = c-reactive protein; ICU = intensive care unit.

      Table 2 Logistic regression analysis of risk factors affecting PICC infection

      BMI = body mass index; CI = confidence interval; CKD = chronic kidney disease; DM = diabetes mellitus; HTN = hypertension; OR = odd ratio; PICC = peripheral inserted central catheter; PN = parenteral nutrition.

      Table 3 Detailed data of PICC infection groups

      COVID-19 infected patient.

      HTN = hypertension; PICC = peripherally inserted central line catheter.

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