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Cancers · 2026

Fluoroquinolone Prophylaxis Uncovers High Prevalence Rates of Fluoroquinolone-Resistant Enterobacterales Colonization in Multiple Myeloma Autologous Transplant Patients: A Prospective Cohort Study.

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Patel C, Terlecky AJ, Baker M, Lozy T, Yen KK, Kaur N, Machere L, Ali A, Cho C, Donato ML, Munshi PN, Kreiswirth BN, Rowley SD

Аннотация

Background: Fluoroquinolone prophylaxis during autologous stem cell transplantation (aSCT) reduces the risk of fever but raises the risk of bloodstream infection (BSI) with fluoroquinolone-resistant Enterobacterales (FRE). We performed a prospective cohort study to detect the presence and potential gain or loss of colonic FRE colonization using serial sampling before and after aSCT in a uniform population of patients with a diagnosis of multiple myeloma. Methods: Eligible subjects underwent aSCT after conditioning with dose-intense melphalan, 200 mg/m2. Peri-anal swabs were obtained before aSCT, upon hospital discharge, and 12-16 weeks after transplantation. Samples were cultured in tryptic soy broth supplemented with either ciprofloxacin or ceftriaxone with subsequent plating onto selective chromogenic agar designed to facilitate recovery and differentiation of Enterobacterales. Results: FRE colonization on pre-transplant sampling was detected for 23 of 117 subjects (19.7%) and 29 of 98 (29.6%) subjects at hospital discharge after a course of fluoroquinolone (116/117 subjects) prophylaxis (p < 0.001) and 28 of 92 (30.4%) subjects at 12-16 weeks. Including all three sampling time points, 48 of 117 subjects (41.0%) tested positive for FRE colonization. In total, 58 of the 90 FRE isolates (64.4%) from 48 subjects expressed extended-spectrum beta-lactamase (ESBL). Three FRE-colonized subjects developed FRE BSI. Bloodstream isolates for two subjects were identical to the organisms identified on pre-transplant sampling. Conclusions: We hypothesize that fluoroquinolone prophylaxis of subjects with undetected low levels of FRE colonization allows the expansion of the FRE population, placing subjects at risk of BSI with fluoroquinolone-resistant (and ESBL-expressing) Enterobacterales. Pre-transplant testing for FRE colonization permits patient-specific design of prophylactic and empiric antibiotic regimens.

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Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license .

1. Introduction

Dose-intense melphalan chemotherapy with autologous peripheral blood stem cell (aSCT) transplantation in the treatment of multiple myeloma (MM), although well-tolerated with a treatment-related mortality risk usually less than 2% [ 1 ], incurs an obligate period of pancytopenia and chemotherapy-induced mucosal damage. Serious bloodstream infections (BSIs) may occur during this period of neutropenia, with the risk compounded by the gut mucosal damage incurred by dose-intensive chemotherapy, possibly affecting the absorption of oral antibiotics [ 2 ], and allowing transmigration of enteric organisms [ 3 , 4 , 5 , 6 , 7 , 8 , 9 ].

The recognition of this risk of opportunistic infections led to multiple studies exploring the role of prophylactic antibiotics given during the period of neutropenia [ 10 ]. A Cochran review of the use of antibiotic prophylaxis for patients at risk of neutropenia identified 109 trials involving 13,579 patients conducted between 1973 and 2010, and concluded that antibiotic prophylaxis (compared to placebo) decreased the risk of febrile neutropenia (FN), and, in some studies, the overall mortality risk [ 11 ]. Various studies demonstrated the particular efficacy and lower toxicity of fluoroquinolone (FQ) antibiotics, which are now the standard of care for various autologous or allogeneic stem cell transplants and other marrow-toxic regimens [ 10 , 12 , 13 , 14 ].

However, the wide-spread use of FQ has resulted in increasing incidence of colonization of the gut microbiome by fluoroquinolone-resistant Enterobacterales (FRE), which can be detected by pre-transplant peri-anal swab cultures [ 15 , 16 ]. The reported incidence of FRE colonization differs by the population being studied, with varying incidences found in different countries. Satlin et al., for example, reported a 21% incidence of FRE colonic colonization in patients undergoing autologous transplantation between 2016 and 2019 at a single center in New York [ 16 ]; Zavrelova reported a 37% incidence in their study from the Czech Republic [ 17 ]. A systemic review of antibiotic resistance patterns similarly found wide differences in antibiotic-resistant BSIs across several European countries [ 18 ]. Retrospective reviews of patients undergoing aSCT with or without FQ prophylaxis reported that FQ prophylaxis reduced the risk of BSI in patients undergoing aSCT but increased the incidence of resistant organisms [ 19 , 20 , 21 ]. aSCT recipients who are colonized with FRE pre-transplant and receive FQ prophylaxis have high rates of bacteremia from their colonizing strain [ 22 ], leading to the hypothesis that patients known to be colonized by FRE should not receive FQ prophylaxis [ 15 , 16 , 23 , 24 ].

Most of these studies combined subjects of various diagnoses undergoing autologous or allogeneic transplantation or leukemia remission-induction therapy. We conducted a prospective study of the incidence of FRE colonization in a uniform population of patients undergoing autologous aSCT after conditioning with dose-intense melphalan chemotherapy in the treatment of MM. The intent of the study is to determine the incidence of FRE colonization in this restricted population, to determine the gain or clearance of FRE on serial sampling at two additional times during initial recovery after transplantation, and to explore the relationship of FRE colonization with BSI and the specific toxicities of aSCT.

2. Methods

2.1. Subject Eligibility

Eligibility for this prospective study included a diagnosis of MM undergoing aSCT at one of two affiliated transplant sites (Hackensack University Medical Center (HUMC), Hackensack, NJ, or MedStar Georgetown University Hospital (MGUH), Washington DC) after conditioning with melphalan 200 mg/m 2 as a single infusion. Patients with other plasma cell dyscrasias, any evidence of involvement with light-chain amyloidosis, and those using a different conditioning regimen were excluded from this study. Subjects could be undergoing 1st or subsequent transplantation including salvage transplantation after a prior relapse. Only one transplant course was evaluated for each subject. Eligibility criteria also included the collection before transplantation of a peri-anal swab for analysis. Most subjects received initial remission-induction therapy outside these two institutions and a reliable history of FQ or other antibiotic exposure before aSCT could not be obtained. Per study protocol, all subjects were monitored for infectious or non-infectious complications of transplantation for 84 days (12 weeks) after transplantation.

The Institutional Review Board approved the study protocol (ClinicalTrials.gov ID NCT05824689 ) and all subjects provided informed consent for enrollment into the study. In total, 124 subjects enrolled in the study (105 HUMC; 19 MGUH). Seven subjects did not proceed to transplantation in the study, including two subjects who withdrew consent before transplantation, one who received an alternate conditioning regimen, two subjects who failed to collect the immediate pre-transplant specimen, and two subjects who failed to collect peripheral blood stem cells (PBSCs) or were medically ineligible to proceed to transplantation, leaving 117 subjects for evaluation ( Table 1 ).

Table 1
Subject Demographics classified by FRE colonization detected on pre-transplant sample only or including post-transplant samples.
Shown are clinical details for subjects enrolled in the study and eligible for analysis, classified by FRE colonization at time of pre-transplantation samples (primary analysis) or FRE colonization including the two post-transplant samples (secondary analysis). FRE = fluoroquinolone-resistant Enterobacterales , HUMC = Hackensack University Medical Center, MGUH = Medstar Georgetown University Hospital, BSA = body surface area, R-ISS = Revised International Staging System, PBSC = peripheral blood stem cell, CDE = cyclophosphamide, etoposide, and dexamethasone, G-CSF = granulocyte colony-stimulating factor, MRSA = methicillin-resistant Staphylococcus aureus . a,b,c Data are shown as (a) n (%), (b) median (IQR) or (c) mean (SD). See Methods for a description of statistical analysis. * Data not available for all subjects.

Subject DemographicsPre-Transplant SampleAny of the Three Time Points Sampled
FRE ColonizationNegative n = 94Positive n = 23p ValueNegative n = 69Positive n = 48p Value
Transplant site a0.920.16
HUMC81 (86.2%)20 (87.0%)57 (82.6%)44 (91.7%)
MGUH13 (13.8%)3 (13.0%)12 (17.4%)4 (8.3%)
Transplant number a0.110.20
188 (93.6%)19 (82.6%)65 (94.2%)42 (87.5%)
>16 (6.4%)4 (17.4%)4 (5.8%)6 (12.5%)
Sex a0.860.47
M55 (58.5%)13 (56.5%)42 (60.9%)26 (54.2%)
F39 (41.5%)10 (43.5%)27 (39.1%)22 (45.9%)
Race * ,a0.531.00
White56 (74.7%)14 (70%)44 (73.3%)26 (74.3%)
Black18 (24%)5 (25%)15 (25.0%)8 (22.9%)
Other1 (1.3%)1 (5%)1 (1.7%)1 (2.9%)
Age at transplant b64.465.10.6864.864.50.59
(55.4–72.7)(58.2–71.4)(55.5–72.8)(57.2–71.1)
BSA (m 2 ) c2.0 (0.3)1.9 (0.3)0.732.0 (0.2)2.0 (0.3)0.89
Myeloma subclass a0.120.37
IgG61 (64.9%)14 (60.9%)46 (66.7%)29 (60.4%)
IgA20 (21.3%)2 (8.7%)14 (20.3%)8 (16.7%)
Light Chain Disease13 (13.8%)7 (30.4%)9 (13.0%)11 (22.9%)
Myeloma light chain subclass a0.220.96
Kappa73 (77.7%)15 (65.2%)52 (75.4%)36 (75.0%)
Lambda21 (22.3%)8 (34.8%)17 (24.6%)12 (25.0%)
R-ISS stage at diagnosis * ,a0.270.02
I23 (37.7%)4 (26.7%)21 (44.7%)6 (20.7%)
II27 (44.3%)10 (66.7%)17 (36.2%)20 (69.0%)
III11 (18.0%)1 (6.7%)9 (19.2%)3 (10.3%)
No. cycles induction therapy * ,b4 (3–5)4 (3–4)0.644 (3–5)4 (3–5)0.80
Prior daratumumab use a0.890.20
Yes30 (31.9%)7 (30.4%)25 (36.2%)12 (25.0%)
No64 (68.1%)16 (69.6%)44 (63.8%)36 (75.0%)
PBSC mobilization a0.190.37
CDE40 (42.6%)7 (30.4%)27 (39.1%)20 (41.7%)
G-CSF/plerixafor48 (51.1%)12 (52.2%)38 (55.1%)22 (45.8%)
Prior stored cells6 (6.4%)4 (17.4%)4 (5.8%)6 (12.5%)
Apheresis catheter placed * ,a0.990.07
Yes74 (84.1%)16 (84.2%)58 (89.2%)32 (76.2%)
No14 (15.9%)3 (15.8%)7 (10.8%)10 (23.8%)
Co-morbidity score * ,a0.710.84
0–350 (62.5%)11 (57.9%)35 (62.5%)26 (60.5%)
4–1030 (37.5%)8 (42.1%)21 (37.5%)17 (39.5%)
Cytomegalovirus status a0.710.87
Pos49 (52.1%)13 (56.5%)37 (53.6%)25 (52.1%)
Neg45 (47.9%)10 (43.5%)32 (46.4%)23 (47.9%)
Creatinine b0.800.880.220.800.830.23
(0.70–0.91)(0.72–1.09)(0.70–0.89)(0.70–1.05)
Albumin b4.04.10.804.04.10.86
(3.9–4.2)(3.9–4.2)(3.9–4.2)(3.8–4.2)
Diabetes a0.210.18
Yes11 (11.7%)5 (21.7%)7 (10.1%)9 (18.8%)
No83 (88.3%)18 (78.3%)62 (89.9%)39 (81.3%)
MRSA colonized * ,a0.990.95
Yes4 (4.4%)1 (4.3%)3 (4.5%)2 (4.3%)
No87 (95.6%)22 (95.7%)64 (95.5%)45 (95.7%)

2.2. Sample Collection and Analysis

Peri-anal swabs were obtained before initial FQ prophylaxis was prescribed for the subjects undergoing chemotherapy mobilization of PBSCs (data given for reference only and not otherwise included in analysis), and for all subjects immediately before transplant admission, at time of hospital discharge, and again about day 100 (12–16 weeks) after transplantation ( Table 2 and Table S1 ). Per protocol, all evaluable subjects collected the baseline immediate pre-transplant sample. Several subjects declined collection of the post-transplant samples (18 and 25 subjects for hospital discharge and/or day 100 time points, respectively) but, as per the protocol, remained eligible for analysis of pre-transplant FRE-colonization and subsequent transplant outcomes. Subjects were allowed to collect their own samples after instruction by study personnel.

Table 2
Incidence of FRE colonization.
* Shown are the number of subjects positive for FRE colonization by time point of testing. CDE = cyclophosphamide, etoposide, and dexamethasone, FRE = fluoroquinolone-resistant Enterobacterales , ESBL = extended-spectrum beta-lactamase. + Shown are the number (and proportion) of the Enterobacterales isolates that expressed extended-spectrum beta-lactamase. Note, two isolates may have been detected for some participants. Individual participant and isolate results are shown in Supplemental Table S1 . # Samples for one subject at discharge and two subjects at day 100 failed quality control steps and are excluded from this analysis. Data are shown as n (%). See Methods for a description of statistical analysis.

Sample PointNo of SubjectsFRE Pos *FRE and ESBL Pos Isolates +
Pre-CDE mobilization4711 (23.4%)4 (36.3%)
Pre-transplant11723 (19.6%)15 (57.7%)
Hosp discharge98 #29 (29.6%)21 (63.6%)
Day 100 (12–16 weeks)90 #28 (31.1%)22 (71.0%)

Swab specimens were placed in Amies transport medium and immediately frozen at −70 °C to −80 °C until processing. For the detection of FQ-resistant Enterobacterales and extended-spectrum β-lactamase-producing Enterobacterales (ESBL-E), 100 μL of thawed Amies medium was inoculated into 5 mL of tryptic soy broth supplemented with either ciprofloxacin (5 ug/mL, for FRE detection) or ceftriaxone (4 ug/mL, for ESBL-E detection) per Clinical and Laboratory Standards Institute guidance for broth cultures [ 25 ]. Broths were incubated overnight at 37 °C. The following day, 100 μL aliquots from each enrichment broth were plated onto selective chromogenic agar (CHROMagar™, Saint-Denis, France) designed to facilitate recovery and differentiation of Enterobacterales . Strains not speciated on CHROMagar were analyzed by 16S sequence analysis. Agar diffusion plating was used to confirm phenotypic resistance for both FQ and ceftriaxone. The presence of growth confirmed antibiotic resistance [ 25 ]. Representative colonies from selective plates were subsequently archived in glycerol stocks at −80 °C for downstream analyses. No quantitative cultures were performed.

To confirm the adequacy of sample collection and bacterial viability, 100 μL of unprocessed Amies transport medium from each swab was simultaneously inoculated onto a non-selective blood agar plate and incubated for 24 h at 37 °C. The presence of growth confirmed successful collection of viable bacteria.

For subjects who subsequently developed a BSI, both the colonizing isolates and the bloodstream isolate were subjected to whole genome sequencing (WGS). Sequencing was performed using the Illumina NextSeq platform (San Diego, CA, USA) according to manufacturer protocols. Single-nucleotide variant (SNV) differences between paired colonizing and bloodstream isolates were calculated and compared against inter-patient FRE SNV distances to assess relatedness. Genomic analyses also included the identification of antimicrobial resistance determinants. Organisms isolated from urine cultures were not included in this study and were not subjected to genomic or phenotypic analyses.

2.3. Transplant Management and Supportive Care—PBSC Mobilization and Collection

Peripheral blood stem cells (PBSCs) were mobilized by standard procedure cytokine or chemotherapy-based regimens per transplant physician decision and were not determined by study protocol. Per institutional standard procedures, the target of CD34+ cells to be collected was at least 8–12 × 10 6 /kg to allow multiple transplants using a target dose of ≥4 × 10 6 CD34+ cells/kg/transplant. PBSC product collection procedures were performed with a continuous flow blood cell separator. PBSC products were cryopreserved in fractions in 5.0% w / v dimethyl sulfoxide and 5% w / v human serum albumin. Products were placed in a −80 °C mechanical freezer for initial cooling and were moved the following day to a vapor-phase liquid nitrogen refrigerator for storage below −150 °C.

For cytokine mobilization, PBSCs were mobilized with granulocyte colony-stimulating factor (G-CSF) 12 µg/kg actual body weight (ABW) by daily subcutaneous injection (SC), starting 4 days before the start of apheresis. Plerixafor 0.24 mg/kg SC daily could be added, also per physician discretion. G-CSF was continued daily until the completion of the collection procedures.

PBSCs were mobilized with a chemotherapy-based regimen (CDE) consisting of single doses of dexamethasone 10 mg IV, cyclophosphamide 2 g/m 2 IV, and etoposide 200 mg/m 2 IV (given on day 1 of the regimen), followed by G-CSF 12 µg/kg SC daily starting on day 5. Subjects who underwent a chemotherapy mobilization regimen also received a prophylactic 5-day course of levofloxacin 500 mg daily starting on day 5 of the cycle until the resolution of neutropenia. A peri-anal swab prior to mobilization was requested for these subjects ( Table 2 ). Leukapheresis (described above) began upon hematopoietic recovery from the debulking chemotherapy, defined as an absolute neutrophil count (ANC) of greater than 1 × 10 9 /L and a platelet count greater than 20 × 10 9 /L.

Ten subjects enrolled in this study had PBSCs remaining after a prior aSCT and the mobilization regimen is not described for these subjects.

2.4. Transplant Conditioning

All subjects underwent transplant conditioning with melphalan 200 mg/m 2 (ABW) by intravenous (IV) infusion over 60 min. No adjustments in melphalan dosing for obesity or any decrease in creatinine clearance were made. Oral cryotherapy prophylaxis was encouraged during the melphalan infusion and for 60 min after the infusion completed to reduce the risk of oral mucositis. Aggressive hydration was used for uroprotection during the time of melphalan administration and for 24 h after. PBSCs were infused on the following day, at least 24 h after completion of the melphalan infusion and is defined as occurring on day +0. The dose of PBSCs was not defined by study protocol, but a target of 4 × 10 6 CD34+ cells/kg was routinely used.

2.5. Hospitalization

All subjects were admitted to the inpatient transplant unit for transplantation and were discharged after achieving neutrophil engraftment, resolution of any regimen-related severe gastrointestinal (GI) toxicities, and control of any infectious complications.

2.6. IV Access

A dual-lumen central venous catheter (Hickman or Permcath) suitable for apheresis procedures was inserted prior to the PBSC collections for patients with limited venous access or per physician preference (74 of 91 subjects at HUMC (10 subjects had cells previously collected); 16 of 16 subjects at MGUH). If the catheter was removed before transplant admission, a dual-lumen peripherally inserted central catheter (PICC) was placed for venous access (all subjects at HUMC). The catheters were removed at the time of hospital discharge or as soon as possible after discharge.

2.7. Prophylactic Antibiotics

All subjects received a standard transplant antimicrobial prophylaxis regimen commencing on the day of hospital admission consisting of valacyclovir 500 mg po daily continuing through day 84, fluconazole 400 mg po daily through hospital discharge (or discontinuation of corticosteroids if administered during inpatient hospitalization), and either ciprofloxacin 500 mg po twice daily (HUMC) or levofloxacin 500 mg po daily (HUMC and MGUH) (or alternate prophylaxis for two subjects per physician discretion after study enrollment) until resolution of neutropenia. The HUMC transplant program substituted levofloxacin for ciprofloxacin prophylaxis after enrollment of participant number FRE-024. One participant (FRE-056, subject numbers shown in Supplemental Table S1 ) declined fluoroquinolone (FQ) prophylaxis and received a prophylaxis regimen of cefdinir, as selected by the physician caring for the participant. A second participant was admitted for transplantation receiving a course of amoxicillin/clavulanate for the management of a dental problem and was later switched to FQ.

2.8. Management of Neutropenic Fever

Neutropenic fever was defined as a temperature ≥ 38.0 °C in the setting of neutropenia (ANC < 0.5 × 10 9 /L). Blood cultures were obtained at the onset of fever. The prophylactic FQ (or other antibiotic) was discontinued and empiric treatment with cefepime 2 gm IV q8 h (or aztreonam 2 gm IV q8 h with vancomycin 15 mg/kg (ABW) IV q12 h for subjects with penicillin allergy) was initiated. Meropenem 1 gm IV q8 h or piperacillin–tazobactam 4.5 gm IV q6 h could be used per physician discretion. Vancomycin was added for patients with known MRSA colonization detected on pre-transplant screening. Empiric treatment continued until neutrophil engraftment and resolution of fever. Repeat blood cultures were obtained at 3-day intervals for persistent fevers or for other clinical indications. The empiric regimen could be adjusted per physician discretion in response to a documented bloodstream (BSI) or other infection, persistent fever not responsive to the antibiotic regimen, or another medical indication.

Testing for toxin-producing Clostridium difficile was performed for each participant at time of diarrhea onset, and repeat testing was performed at 3-day intervals for subjects with sustained diarrhea. Toxin-producing Clostridium difficile was treated with a course of oral vancomycin.

All subjects underwent pre-transplant testing for prior exposure to Cytomegalovirus (CMV, Table 1 ), hepatitis B, hepatis C, and human immunodeficiency virus (HIV), and for colonization by methicillin-resistant Staphylococcus aureus (MRSA, Table 1 ). No subject tested positive for hepatitis B or C, or HIV on pre-transplant screening.

Routine post-transplant surveillance testing for viral or other opportunistic infections (viral and fungal) was not prescribed in the study protocol or in the standard treatment procedures for subjects with MM undergoing aSCT at these centers.

2.9. Blood Component Support and Engraftment

All subjects received G-CSF 5 mcg/kg (dose rounded to vial size) every other day starting on day +3, then daily commencing on day +9 until achieving a sustained absolute neutrophil count of ≥0.5 × 10 9 /L. Thrombopoietin-mimetic agents and erythropoietin were not administered during the inpatient course.

Leukocyte-depleted and irradiated blood products were given prophylactically for a blood hemoglobin level < 7 gm/dL or a platelet count < 10 × 10 9 /L.

Neutrophil engraftment was defined as the first day after neutrophil nadir with a rising and sustained ANC of ≥0.5 × 10 9 /L. Platelet engraftment was defined as the first day after platelet nadir with a rising platelet count of ≥20 × 10 9 /L without platelet transfusion within the preceding 48 h.

2.10. Definition and Management of Post-Transplant Engraftment Syndrome

Subjects with persistent, non-infectious (culture-negative) fever with accompanying diarrhea consistent with “engraftment syndrome” were managed with a course of systemic corticosteroids determined by the physician caring for the participant [ 26 , 27 ]. Corticosteroids were prophylactically administered (per physician discretion) to 44 subjects of older age or deemed to be at higher risk of engraftment syndrome. These subjects were removed from the analysis of this endpoint. Corticosteroids were initiated (per physician discretion) for 17 subjects with non-infectious fever and diarrhea during the initial transplant course at a median 9 days after transplantation. One additional participant received corticosteroids after re-hospitalization on day 17 for non-infectious fever.

2.11. Post-Discharge Management

Patients were hospitalized until neutrophil engraftment, control of any infections, and resolution of severe regimen-related complications. Patients were scheduled for their first outpatient visit within 3–4 days after discharge, and were subsequently discharged to their primary oncologist. In general, patients were allowed to return to work or similar activities at 28 days after transplantation. Patients were scheduled to return to the transplant clinic for follow-up at 100 days or later after transplantation to meet transplant registry data submission requirements.

2.12. Statistical Analysis

The primary endpoint of this study was the prevalence of FRE colonization at the time of transplant admission, and all subjects who obtained the pre-admission sample were eligible for analysis. Secondary endpoints included the effect of FRE colonization on the risks of fever during neutropenia (FN), BSI and other infections, and on engraftment kinetics, duration of hospitalization, and the development of engraftment syndrome. We also explored the incidence of FRE colonization at the time of transplant discharge and again about 100 days after transplantation. In total, 18 and 25 subjects, respectively, ( Table 2 ) declined collection of these two later samples but were still considered eligible for evaluation of the primary endpoint and secondary clinical endpoints occurring before study dropout. Subjects were classified for analysis as either FRE positive on the pre-transplant sample (primary analysis) or as FRE positive on any of the 3 samples (secondary analysis). Categorical variables among the FRE carriers and non-carriers are summarized using frequencies (percentages). Likewise, continuous variables are summarized using mean with standard deviation or median with interquartile range, depending on the data distribution. Comparisons of continuous variables between the FRE carriers and FRE non-carriers were performed using two-sided t tests or two-sided Wilcoxon rank-sum tests, as appropriate. Comparisons of categorical variables between the two groups, FRE carriers and FRE non-carriers, were conducted using Fisher’s exact test or Pearson’s Chi-square test, as appropriate. The limited number of subjects enrolled at MGUH precluded analysis of center effects and data from both centers were combined for analysis. Data were analyzed using complete cases; missing data were not imputed. In order to reduce false positives resulting from multiple hypothesis testing, a p -value of ≤0.01 is considered significant.

2.13. Role of the Funding Source

Grants and institutional funds supported this study. These sponsors were not involved in study design; in the collection, analysis, and interpretation of data; in the writing of the report; or in the decision to submit the paper for publication.

3. Results

3.1. Detection of FRE Colonization

Pre-transplant samples were collected at a median of 5 days (interquartile range (IQR): seven to three) before transplantation. Four subjects had a delay to transplantation of >28 days after sample collection for the management of medical complications per the discretion of the treating physician (data for these subjects are not excluded from analysis). FRE colonization on admission was detected for 23 of 117 subjects (19.6%, Table 2 and Table S1 ). Isolates were identified as Escherichia coli ( n = 14), Klebsiella species ( n = 6), or both ( n = 3); 15 of the isolates (12 subjects) also demonstrated extended-spectrum beta-lactamase (ESBL) expression. The prevalence of FRE colonization was not predicted by subject characteristics such as race, sex, age, disease classification or stage, or prior treatments ( Table 1 ). Only three of the 355 collected swabs failed quality control (QC) to demonstrate any growth on blood agar (FRE-029 (hospital discharge sample), FRE-096 and FRE-102 (day 100 samples); Supplemental Table S1 ). These specimens were excluded from analysis. Overall, 14 (11 and three FRE-negative and FRE-positive, respectively, at pre-transplant) out of 117 (12.0%) eligible participants did not have any post-transplant samples available for analysis after either subject refusal or failed QC.

A higher proportion of subjects tested positive for FRE (29/98, 29.6%; Table 2 and Table S1 ; p < 0.001) at hospital discharge (median discharge day 13, IQR: 12–14 days). Isolates at this time point were Escherichia coli ( n = 14), Klebsiella species ( n = 11), or both ( n = 4). Notably, 15 of the subjects demonstrating FRE colonization at discharge did not test positive pre-transplant and FRE colonization was not detected on the discharge sample for six subjects who tested positive pre-transplant. A second “day 100” post-transplant (planned for 12–16 weeks post-aSCT) sample was collected for 92 subjects at 48–120 days (median, 101.5 days) with FRE colonization found for 28 of 90 evaluable subjects (31.1%, two samples that failed QC steps are excluded from this analysis). Isolates were identified as Escherichia coli ( n = 14), Klebsiella species ( n = 11), or both ( n = 3). Four of the six subjects testing positive on the pre-transplant sample but negative on the discharge specimen tested positive on this third sample ( Supplemental Table S1 ). Including all three time points, a total of 48 of 117 subjects (41.0%) tested positive for FRE colonization and 58 of the 90 FRE isolates (64.4%) identified from 48 subjects also expressed ESBL.

3.2. Post-Transplant Infectious Complications

Fevers (>38.3 °C) occurred in 28 subjects during the period of neutropenia ( Table 3 ). Pre-transplant colonization by FRE did not predict fever or time of fever onset during the period of neutropenia.

Table 3
Documented bacterial infections during initial hospital stay.
Shown are incidence of fever, and incidence of BSI, urinary tract infection (UTI), and other infections during initial hospital stay for subjects classified by FRE colonization on pre-transplant sample. FRE = fluoroquinolone-resistant Enterobacterales , BSI = bloodstream infection, ESBL = extended-spectrum beta-lactamase, ND = not done. + All 3 organisms identified in blood cultures were fluoroquinolone resistant and 1 also expressed ESBL production. a,b Data are shown as (a) n (%) or (b) median (IQR). See Methods for a description of statistical analysis.

Subject Pre-Transplant SampleFRE NegFRE Posp Value
Febrile neutropenia a0.79
Yes22 (23.4%)6 (26.1%)
No72 (76.6%)17 (73.9%)
Time of fever onset (Days) b8 (6–9)7 (4.25–8.25)0.35
Enterobacterales BSIND
FRE/ESBL-positive organism +01
FRE-positive organism02
Urinary tract infection01ND
Toxigenic Clostridium difficile detection21ND
Other BSI ( Streptococcus mitis )10ND

Enterobacterales species were detected in the blood cultures of three subjects (all FRE colonized, Table 3 and Table 4 ) on pre-transplant samples and Streptococcus mitis in one subject ( Table 3 ). One subject (FRE-056) undergoing salvage transplant was the only subject who did not receive FQ prophylaxis during the transplant hospitalization. The Enterobacterales for these three subjects were FQ resistant or of intermediate sensitivity. None of any follow-up blood cultures or blood cultures obtained on re-admission showed bacterial growth. Pre-transplant colonization by FRE predicted the development of Enterobacterales BSI ( Table 4 , p = 0.006).

Table 4
Transplant details for subjects classified by FRE colonization detected on pre-transplant sample only or including post-transplant samples.
Shown are melphalan total dose; CD34+ cell dose infused; times to achieving ANC and platelet engraftments; total length of hospital stay; Enterobacterales BSI for participants for whom blood cultures were obtained; and numbers of participants with re-admission or death before day 84 after transplantation for participants classified by FRE colonization on pre-transplant and any of the three time points sampled. PBSC = peripheral blood stem cells, FRE = fluoroquinolone-resistant Enterobacterales , ABW = actual body weight, ANC = absolute neutrophil count, RBC = red blood cell, ICU = intensive care unit. a,b,c Data are shown as (a) n (%), (b) median (IQR), or (c) mean (SD). See Methods for a description of statistical analysis. # Shown are the numbers of participants receiving either ciprofloxacin or levofloxacin prophylaxis as described in the Methods. * Shown are results of initial blood cultures obtained for participants with febrile neutropenia or as otherwise ordered by physicians for participants without febrile neutropenia. + Engraftment syndrome analysis limited to subjects with unplanned corticosteroid use. Participants with planned corticosteroid use not included in statistical analysis.

Transplant FactorsPre-Transplant SampleAny of the Three Time Points Sampled
FRE ColonizationNegative n = 94Positive n = 23p ValueNegative n = 69Positive n = 48p Value
Melphalan Dose (mg, total) c392.6 (51.5)387.7 (50.3)0.68391.2 (48.8)392.4 (54.6)0.90
PBSC CD34+ dose4.764.780.664.794.730.81
(×10 6 /kg actual body weight) b(4.22–5.32)(4.08–5.84)(4.23–5.32)(4.15–5.71)
Engraftment (Days) b
ANC11 (10–11)11 (11–11)0.2311 (10–11)11 (11–11)0.32
Platelet13 (11–14)13 (11–15)0.5313 (11–14)13 (11–15)0.12
Transfusions b
RBC units0 (0–0)0 (0–0)0.610 (0–0)0 (0–1)0.10
Platelet products1 (0–1)1 (0–2)0.051 (0–1)1 (0–2)0.07
Antibiotic prophylaxis #,a0.470.12
Ciprofloxacin19 (20.43%)3 (13.64%)10 (14.49%)12 (26.09%)
Levofloxacin74 (79.57%)19 (86.36%)59 (85.51%)34 (73.91%)
Febrile neutropenia a0.790.82
Yes22 (23.4%)6 (26.1%)16 (23.2%)12 (25.0%)
No72 (76.6%)17 (73.9%)53 (76.8%)36 (75.0%)
Enterobacterales positive blood culture * ,a0.0060.07
Yes0 (0.0%)3 (50.0%)0 (0.0%)3 (25.0%)
No22 (100.0%)3 (50.0%)16 (100.0%)9 (75.0%)
ICU transfer a0.620.40
Yes1 (1.1%)0 (0.0%)1 (1.5%)0 (0.0%)
No93 (98.9%)23 (100.0%)68 (98.5%)48 (100.0%)
Unplanned steroid administration a0.340.65
Yes14 (31.1%)3 (18.8%)10 (30.3%)7 (25.0%)
No31 (68.9%)13 (81.2%)23 (69.7%)21 (75.0%)
Engraftment syndrome +,a0.590.68
Yes14 (22.2%)3 (30.0%)10 (21.7%)7 (25.9%)
No49 (77.8%)7 (70.0%)36 (78.3%)20 (74.1%)
Hospitalization duration b13 (12–14)13 (13–16)0.2113 (12–14)13 (12–16)0.20
Hospital re-admission within 84 days a7 (7.4%)7 (30.4%)0.0025 (7.2%)9 (18.8%)0.06
Death within 84 days a0 (0.0%)0 (0.0%)ND0 (0.0%)0 (0.0%)ND

A comparison of WGS performed on isolates from both the blood and stool confirmed the identity of two of the three subjects ( Table 5 ). One additional subject developed an FQ-resistant ESBL Escherichia coli urinary tract infection (UTI) without a BSI. Diarrhea prompting evaluation and treatment occurred in 86 subjects, but only three subjects ( Table 3 ) of the 86 tested positive for toxin-producing Clostridium difficile (one subject FRE colonized on admission and a second FRE colonized at a later testing point).

Table 5
Sequencing of BSI and peri-anal swab isolates.
Shown are the organisms detected on peri-anal swabs and blood cultures for the three subjects who developed a Gram-negative BSI. * These organisms are identical based on whole-genome sequencing. + Peri-anal swab not obtained at this time point.

Subject Study No.Pre-TransplantHospital DischargeDay 100BSI
FRE-050Klebsiella *NegativeE. coli and KlebsiellaKlebsiella *
FRE-056E coli and KlebsiellaND +ND +E coli
FRE-105E coli *NegativeNegativeE coli *

The only other infections occurring during the initial hospital stay were symptomatic respiratory viral infections in three subjects, with nasal swab PCR panel testing returning positive for rhinovirus (one subject, FRE-073, day 2) and SARS-CoV-2 (two subjects, FRE-105 and MFRE-015, days 4 and 5, respectively). Only one of these three subjects tested positive for FRE colonization on admission (FRE-105); one subject tested positive for FRE colonization only on the day 100 sample (FRE-073). These infections did not result in a prolonged initial hospital stay, with all three subjects discharged home on day 11 (one subject) or 12 (two subjects).

3.3. Hematological Recovery, Duration of Hospitalization, and Engraftment Syndrome

A total of 116 subjects achieved neutrophil and platelet engraftments at medians of 11 and 13 days after transplantation, respectively ( Table 4 , an accurate engraftment date for one subject was not obtained). The median duration of transplant hospitalization after transplantation was 13 days for both groups and no deaths occurred during the transplant course or study-defined follow-up period. The presence of FRE colonization at the time of transplant admission did not predict absolute neutrophil count (ANC), platelet engraftment kinetics, requirements for blood component transfusions, or duration of hospitalization. Analysis of engraftment syndrome was limited to the subgroup of subjects who did not receive prophylactic corticosteroids. Engraftment syndrome was not predicted by FRE colonization.

3.4. Post-Transplant Re-Admission

Fourteen subjects ( Table 6 ) were re-hospitalized within 12 weeks after transplantation on 17 occasions for fever or infection (12 events) or for non-infectious reasons (five events). Two subjects had a second post-transplant re-admission for the management of SARS-CoV-2 infection and one subject had a third re-admission for fever. Re-hospitalization occurred for 7.4% of the non-FRE-colonized subjects (initial FRE testing) but 30.4% of the FRE-colonized subjects ( Table 4 ). Detection of FRE colonization on pre-transplant testing predicted for subsequent re-hospitalization ( p = 0.002); the detection of FRE colonization, including the post-transplant samples, was of borderline significance ( p = 0.06). A causal relationship between fever and FRE colonization could not be determined. Five of the seven subjects who presented with a diagnosis of fever not otherwise explained, prompting re-hospitalization, were found to be FRE colonized at the pre-admission or discharge time points compared to three of the five subjects hospitalized for non-infectious reasons. Blood cultures for the seven subjects with fever on re-admission did not detect BSI.

Table 6
Re-hospitalization after initial discharge.
Shown are the subjects re-admitted to the inpatient unit by day of re-admission after transplantation. Also shown are the primary reasons for re-admission, if fever was reported, and if bloodstream infection was reported. FRE = fluoroquinolone-resistant Enterobacterales , SARS-CoV-2 = severe acute respiratory syndrome coronavirus 2. Subject number preceded by “M” underwent transplantation at MGUH. * BSI = bloodstream infection detected on blood culture, Neg = no growth in blood cultures, ND is blood culture not performed, Unk = unknown.

Subject Study No.FRE ColonizedDay Re-AdmitAdmission DiagnosisFeverBSI *
FRE-038Yes32Atrial fibrillationNoND
FRE-039Yes17Fever with abdominal painYesNeg
FRE-043Yes16Fever from engraftment syndromeYesNeg
FRE-056Yes29Diarrhea–SalmonellaYesNeg
FRE-057No28SARS-CoV-2YesNeg
FRE-069No18Coronary artery disease with bypass graftingNoND
FRE-076No57Mood disorderNoND
FRE-087Yes73ThrombocytopeniaNoND
FRE-089Yes26Cellulitis of footNoNeg
FRE-092No25Diarrhea-SalmonellaNoND
FRE-099Yes21 35 53Hypotension SARS-CoV-2 FeverNo Yes YesND Neg Neg
FRE-102No23FeverYesNeg
FRE-103Yes24 41Urinary infection SARS-CoV-2Yes YesNeg Neg
MFRE-006YesUnkUrinary infectionUnkUnk

4. Discussion

Peri-anal swabs are described to be a reliable specimen type for detection of colonic colonization with FRE, with studies showing a 95% concordance with stool cultures [ 28 , 29 ]. The 19.6% prevalence of FRE colonization detected immediately before transplant in our population is consistent with the reports from other United States transplant centers obtaining samples at a single pre-transplant time point in mixed populations of patients undergoing autologous or allogeneic transplantation [ 16 ].

In contrast to most other reports, we performed and reported serial testing at two time points after the transplant process. The 41.0% prevalence we found when all sample points for each subject were combined is markedly concerning, especially because 64.4% of the isolates also expressed ESBL (including 34 of the 38 FQ-resistant Klebsiella sp. isolates). This difference in the detection of FRE colonization (and the occasional FRE-negative test after a prior positive) on serial testing could result from low test sensitivity, although this hypothesis is not supported by the close correlation of peri-rectal swabs and stool cultures reported by others [ 28 , 29 ] and the low failure rate of sample cultures (three of 355 samples submitted for analysis). We did not attempt to schedule sampling relative to the timing of skin hygiene and allowed patient-collected sampling, which may have contributed to the variation found in serial testing for some of the subjects. Although also conceivable, we do not believe the increase in FRE colonization detected on post-transplant sampling resulted from nosocomial exposure to FRE based on the strict isolation practices maintained in the dedicated transplant units during inpatient hospitalization.

Rather, we hypothesize that the 41.0% positive rate with serial sampling more accurately describes the true prevalence of FRE colonization in this population, and this higher detection rate results from an expansion in the FRE population in the gut microbiome after a course of FQ prophylaxis such that detection of a now-dominant FRE population becomes more likely [ 30 , 31 , 32 ]. For this study we used a cell enrichment technique consisting of the growth of viable bacteria in selective (antibiotic-containing) broth media, allowing the growth of bacterial populations up to a detectable level. This is considered the “gold-standard” method by which other detection techniques are to be compared [ 33 , 34 ]. That these broth cultures did not detect a small FRE-colonizing population until after the initial transplant procedures may reflect the poorly understood interplay between endogenous factors such as the microbiome, colonic mucosal characteristics, and the pathogen being studied, and exogenous factors including the administration of antibiotics [ 35 ]. It is also conceivable that, under pressure from the prophylactic antibiotics, changes in resistance gene(s) expression occurred, resulting in increased fluoroquinolone resistance of the Enterobacterales and thus becoming detectable in the enrichment broth cultures used in this study [ 36 ]. Specific studies of the resistance patterns of colonic Enterobacterales were not a feature of this study and would be required to determine if our subjects developed increasing resistance under antibiotic pressure versus a flux in the microbiome, allowing expansion of an existing but minute FRE population.

Others reported that longitudinal studies of the intestinal microbiome correlated with even small increases in bacterial dominance with subsequent BSI with the same organisms [ 30 , 31 ]. Three of the four bacterial BSI were FRE, two of which were identical to the colonizing species. We can only speculate if additional FRE BSIs, particularly in subjects with post-transplant FRE colonization, would have occurred if the period of neutropenia was longer. That only three subjects developed a BSI during the initial transplant course in this study likely reflects our choice to restrict enrollment to subjects with myeloma undergoing autologous aSCT, the limited toxicity of the transplant conditioning regimen, and the expected prompt resolution of neutropenia and regimen-related mucositis in this patient population. Studies of FRE in patients undergoing allogeneic transplantation report a much higher incidence of BSI, ranging from 26 to 43% [ 16 , 22 ]. In those studies, most of the BSIs in FRE-colonized patients were caused by the colonizing strains of FRE, also observed in this study. A relationship between colonic colonization and BSI is also described in studies of various antibiotic-resistant BSIs [ 37 , 38 , 39 ]. Accordingly, the low risk of BSI found in our study cannot be translated to patient populations receiving more intensive or immunosuppressive regimens, or experiencing longer periods of neutropenia or greater degrees of mucositis.

None of the subject characteristics we examined predicted FRE colonization. Furthermore, we did not find that FRE colonization predicted most of the various transplant outcomes examined, such as the duration of neutropenia or thrombocytopenia or the duration of hospitalization. FRE colonization predicted for re-admission after initial hospital discharge for the management of low-grade fever but without BSI detected. An explanation for this correlation between FRE colonization and post-transplant re-admission is not obvious. Non-infectious diarrhea consistent with engraftment syndrome was common, with 53% of subjects receiving short courses of corticosteroids given either prophylactically or in response to GI toxicity with non-infectious (culture-negative) fever, but not predicted by FRE colonization. Diarrhea prompted testing for Clostridium difficile toxin in 86 subjects but only three tested positive for this infection. This small number of subjects precludes determining a relationship between FRE and Clostridium difficile colonizations.

We are unable to determine if FRE colonization is a population-wide consequence of wide-spread FQ use or if our subject population was more likely to be exposed to FRE compared to the healthy population in these metropolitan areas [ 40 ]. We cannot determine from our data the timing or source of colonization by FRE without access to a reliable history of prior FQ or other antibiotic exposure or a history of exposure to populations with a high prevalence of FRE colonization through travel, nor can we comment on the natural history of FRE colonization, including if FRE colonization is maintained or lost over a longer time period then followed in this study.

Although we report a low risk of BSI in our subjects with FRE colonization, the adoption of routine detection of FRE colonization by analysis of peri-anal swabs may contribute to a more patient-specific empiric antibiotic regimen for neutropenic fever by predicting the antibiotic sensitivity of possible BSIs. We also emphasize that 64.4% of the FRE were also ESBL-producing organisms, which is especially relevant for transplant programs that use a cephalosporin as a first choice in treating neutropenic fever. We agree with the recommendation by Satlin et al. and others that, in consideration of the current risk of antibiotic-resistant colonization in the various patient populations, pre-treatment screening leading to patient-specific prophylaxis regimens may be adopted, rather than uniform application of prophylaxis and empiric regimens [ 16 , 38 ]. An undetected FRE population may become evident after exposure to FQ antibiotics and serial testing in the management of the neutropenic patient may be beneficial in appropriate clinical settings. This also warrants continued exploration of more sensitive methods to detect low levels of FRE [ 33 , 34 ], and even the study of possible decolonization techniques [ 40 ]. Centers with a high incidence of drug-resistant Enterobacterales should consider avoidance of routine antibiotic prophylaxis for select patient populations at lower risk of serious BSI, possibly reducing the risk of BSI with multi-drug-resistant organisms.

5. Conclusions

In this prospective cohort study, FRE colonization was detected in a not-insignificant minority of subjects undergoing aSCT. The risk of BSI with FRE in this restricted study population of subjects undergoing treatment of MM was low, likely related to the brief period of neutropenia and modest gastrointestinal toxicity of the melphalan conditioning regimen. After a routine course of FQ prophylaxis, the detection of FRE colonization doubled (from 19.6% pre-transplant to 41.0% all time points combined). Our analysis suggests that a population of the subjects who tested negative for FRE colonization before transplantation were colonized with undetected low levels of FRE and that FQ prophylaxis allowed the expansion to a now-dominant colonic FRE population, placing these subjects at risk of BSI with FRE. An alternate explanation is the possibility of a prophylaxis-related pressure on FQ-resistant gene expression. Furthermore, the majority of FRE isolates (58/90, 64.4%) also expressed ESBL. Other patient populations such as those undergoing allogeneic stem cell transplantation or leukemia remission-induction therapy face higher risks of BSI compared to our study population, and studies in those groups also show correlations between gut colonization by antibiotic-resistant organisms and BSI with the same organisms. We propose that the adoption of routine pre-treatment screening for FRE colonization, leading to patient-specific prophylaxis and empiric antibiotic regimens rather than uniform application of antibiotic regimens, should be considered for the various patient populations undergoing autologous or allogeneic transplantation.

Acknowledgments

We acknowledge and thank the many staff involved in the conduct of this study, including Mackenzie Bancroft, Michael Adackapara, Marcella Worthen, Martha Campanaro, Lisa Biamonte, Arancha VelascoFlores, Hanna Mattanovich, Urszula Bednarz, and Joshua Zenreich.

Abbreviations

ABWActual body weight
ANCAbsolute neutrophil count
aSCTAutologous stem cell transplantation
BSIBloodstream infection
BSABody surface area
CD34+Cluster of differentiation 34-positive
CDECyclophosphamide, dexamethasone and etoposide
CLSIClinical and Laboratory Standard Institute
CMVCytomegalovirus
COVID-19Coronavirus disease 2019
ESBLExtended-spectrum B-lactamase
ESBL-EExtended-spectrum B-lactamase-producing Enterobacterales
FNFebrile neutropenia
FQFluoroquinolone
FREFluoroquinolone-resistant Enterobacterales
G-CSFGranulocyte colony-stimulating factor
GIGastrointestinal
HUMCHackensack University Medical Center
ICUIntensive care unit
IgAImmunoglobulin A
IgGImmunoglobulin G
IQRInterquartile range
IVIntravenous
KgKilogram
m 2Square meters
MGUHMedStar Georgetown University Hospital
MRSAMethicillin-resistant Streptococcus aureus
NANot available
NegNegative
NDNot determined
PBSCPeripheral blood stem cell
PICCPeripherally inserted central catheter
PosPositive
QCQuality control
RBCRed blood cell
R-ISSRevised International Staging System
SCSubcutaneous
SDStandard deviation
SNVSingle-nucleotide variant
SARS-CoV-2Severe acute respiratory syndrome coronavirus 2
TPOThrombopoietin
UnkUnknown
WGSWhole-genome sequencing

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/cancers18101566/s1 : Supplementary Table S1: Subjects and results of testing for FRE colonization (including pre-apheresis testing for subjects receiving chemotherapy mobilization of PBSCs not included in primary or secondary analyses).

Author Contributions

S.D.R., M.L.D. and B.N.K. conceptualized the study. S.D.R., A.A., M.B., C.C., P.N.M. and M.L.D. enrolled subjects and supervised the conduct of the study. A.J.T., K.K.Y. and B.N.K. were responsible for laboratory studies of drug resistance and analysis of data. S.D.R., C.P., M.B., N.K. and L.M., accessed, verified, and analyzed the data. T.L. performed the statistical analysis of the data. All authors could access the data, which were maintained on a central database. S.D.R. wrote the first draft of the manuscript. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

The Institutional Review Board of Georgetown University School of Medicine approved the study protocol (ClinicalTrials.gov ID NCT05824689 . Initial approval date 18 April 2022).

Informed Consent Statement

Informed consent for enrollment was obtained for all subjects involved in this study.

Data Availability Statement

De-identified subject data will be made available on request after publication of this manuscript. Investigational Review Board (IRB) approval and data sharing agreement for investigational use of these data may be required for receipt of these data files. Please submit your request for access to the de-identified data set to Christine Cho, MD, Christine.cho@hmhn.org .

Conflicts of Interest

The authors declare no conflicts of interest related to this study and the resulting analysis of the data.

Funding Statement

This work was supported in part by the National Cancer Institute [grant number CA51880 (PI Louis Weiner, Georgetown University Lombardi Cancer Center)]; National Institute of Allergy and Infectious Diseases [grant number U01AI187297 (BNK)]; and institutional funds of Hackensack Meridian Health Care. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

Footnotes

Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

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Associated Data

Supplementary Materials

Data Availability Statement

De-identified subject data will be made available on request after publication of this manuscript. Investigational Review Board (IRB) approval and data sharing agreement for investigational use of these data may be required for receipt of these data files. Please submit your request for access to the de-identified data set to Christine Cho, MD, Christine.cho@hmhn.org .

ИП Урсолов Владлен Сергеевич

ИНН 500118482352 · ОГРНИП 314500117700049

Реквизиты и контакты