Abstract
Objectives
We sought to evaluate the safety and effectiveness of fecal microbiota transplantation (FMT) for recurrent Clostridioides difficile infection (CDI) in pediatric immunocompromised (IC) patients.
Methods
This is a multi-center retrospective cohort study of pediatric participants who underwent FMT between March 2013 and April 2020 with 12-week follow-up. Pediatric patients were included if they met the definition of IC and were treated with FMT for an indication of recurrent CDI. We excluded patients over 18 years of age, those with incomplete records, insufficient follow up, or not meeting study definition of IC. We also excluded those treated for Clostridioides difficile recurrence without meeting the study definition and those with inflammatory bowel disease without another immunocompromising condition.
Results
Of 59 pediatric patients identified at nine centers, there were 42 who met inclusion and no exclusion criteria. Included patients had a median age of 6.7 years. Etiology of IC included: solid organ transplantation (18, 43%), malignancy (12, 28%), primary immunodeficiency (10, 24%), or other chronic conditions (2, 5%). Success rate was 79% after first FMT and 86% after one or more FMT. There were no statistically significant differences in patient characteristics or procedural components when patients with a failed FMT were compared to those with a successful FMT. There were 15 total serious adverse events (SAEs) in 13 out of 42 (31%) patients that occurred during the follow-up period; four (9.5%) of which were likely treatment-related. There were no deaths or infections with multi-drug resistant organisms during follow-up and all patients with a serious adverse event fully recovered.
Conclusions
The success rate of FMT for recurrent CDI in this pediatric IC cohort is high and mirrors data for IC adults and immunocompetent children. FMT-related SAEs do occur (9.5%) and highlight the need for careful consideration of risk and benefit.
Keywords: infection, children, serious adverse events, malignancy
Introduction
Fecal microbiota transplantation (FMT) is used for the treatment of Clostridioides (formerly Clostridium) difficile infection (CDI), with an evolving body of literature in both children and adults. Despite its effectiveness, it is not an approved therapy and is classified as an investigational agent by the United States Food and Drug administration (FDA).1,2 Initial adult randomized control trials (RCTs) on FMT excluded immunocompromised (IC) patients due to the theoretical risk of infectious complications.3,4 Since that time, several case series and a systematic review demonstrated safety and efficacy of FMT in IC adults comparable to their immunocompetent counterparts.5–7
New safety concerns arose in 2019, following the development of extended-spectrum beta-lactamase (ESBL)-producing Escherichia coli (E. coli) bacteremia following FMT in two IC patients, one of whom died.8 Clonality of E. coli from the blood cultures of both patients and the donor stool was established. In response to these events, the FDA released a safety alert recommending that FMT donors be screened for risk factors for colonization with multi-drug resistant organisms (MDROs) and the exclusion of MDRO positive donor stool during the investigational use of FMT.9
Currently, data on the use of FMT for CDI in IC children is limited to case reports and small case series.10–14 Such studies are important since these children have increased risk for CDI, higher rates of recurrent CDI (rCDI), and an increased risk of negative C. difficile-associated outcomes.7,15 Since children differ from their adult counterparts in predictors of FMT success and adverse event profiles, and in light of the new safety concerns, analyzing data of IC children independently from adults is prudent.1 We sought to evaluate the safety and effectiveness of FMT for treatment of CDI in pediatric IC patients through a multicenter retrospective cohort.
Methods
In this multicenter retrospective cohort study, we included pediatric IC patients who underwent FMT for a diagnosis of CDI at nine pediatric centers across the United States between March 2013 and April 2020. We recruited centers through the North American Society for Pediatric Gastroenterology, Hepatology, and Nutrition (NASPGHAN) FMT Special Interest Group. A 76-item form based on expert opinion was created using Research Electronic Data Capture (REDCap) hosted at Vanderbilt University Medical Center.16 Data on demographics, CDI characteristics, FMT technique, and details surrounding IC status were collected. The institutional review boards (IRB) of each institution approved the study. Practitioners from the individual institutions reviewed patients’ clinical records and imported data into REDCap.16
The primary aims of this study included (i) determining the success rate of FMT in pediatric IC patients and (ii) assessing serious adverse events (SAEs) during the 12-week follow-up period. Data on non-serious adverse events were also collected. A successful FMT required no recurrence of CDI within 12 weeks post-procedure.18 Recurrence (or FMT failure) required both a return of diarrhea (defined as non-formed stools) and concomitant positive C. difficile test (e.g. nucleic acid amplification test alone or part of a two-step algorithm including stool toxin test).
We defined IC as patients (i) with an inherited or acquired primary immunodeficiency or (ii) on immunosuppressive medications (antimetabolites, calcineurin inhibitors, or antineoplastic agents) at the time, or within three months, of FMT. All patients underwent FMT for an indication of rCDI; meaning that they had more than one episode of CDI with an episode of CDI occurring within eight weeks of a previous infection per standard definitions.17 CDI diagnostic testing was performed based on institutional preference.
We excluded patients with inflammatory bowel disease (IBD) on standard immunosuppressive therapy unless they had an additional reason for IC, such as solid organ transplantation requiring immunosuppression, as IBD patients are suspected to have differences in clinical response to FMT.19 We also excluded those who (i) were over 18 years of age, (ii) had incomplete records, (iii) had treatment for rCDI during the follow-up period without meeting the study definition of recurrence, (iv) did not meet criteria for IC, or (v) did not have at least 12 weeks of follow-up.
FMT donor screening (including for MDROs) and donor stool preparation was not standardized and was at the discretion of the treating physician using donor-directed or stool bank protocol. Local stool banks and patient-selected donors underwent screening per published guidelines (Supplementary Table 1) which did not include MDRO screening.20,21 All commercial stool bank samples were provided by OpenBiome (Cambridge, MA) and screened for ESBL-producing organisms, carbapenem-resistant enterobacteriaceae (CRE), methicillin-resistant Staphylococcus aureus (MRSA), and Vancomycin-resistant enterococci (VRE), including prior to the FDA safety alert in 2019.
Death, life-threatening or important medical events, or hospitalizations qualified as serious adverse events (SAEs). Adverse events (AEs) were defined as undesirable experiences in a patient post-FMT that were obtainable through the medical record on chart extraction. FMT relation to SAEs was based on the consensus of three independent reviewers (MRN, LKK, and RK).
We calculated the success rate for FMT as percentages after one and more than one FMT. AEs and SAEs are reported as total number of events and as percentages of the IC cohort (given that some subjects encountered more than one SAE). Patients with and without a failed FMT were compared using Fisher’s Exact test and analyzed using Stata (StataCorp, College Station, TX).
Results
Study patient characteristics
We identified 59 patients in the database, 42 of whom met inclusion criteria. Reasons for exclusion included: (i) six having IBD without another IC condition, (ii) five not meeting study definition for IC, (iii) two with insufficient follow up, (iv) two treated for rCDI after FMT without meeting the study definition for recurrence (tested positive for C. difficile following FMT but did not have diarrheal symptoms), (v) one over 18 years old, and (vi) one with incomplete records. For our 42 subjects, the mean age was 6.7 years (range of 18 months to 18 years), and males comprised 71% of the cohort (Table 1).
Table 1.
Characteristics of Pediatric IC Patients Undergoing FMT for rCDI (n=42)a
Age, years | 6.7 (1.5–18) |
Sex, male | 30 (71) |
Race | |
White | 35 (83) |
Black | 2 (5) |
Other/Unknown | 5 (12) |
Ethnicity | |
Non-Hispanic/Latino | 34 (81) |
Hispanic/Latino | 7 (17) |
Unknown | 1 (2) |
Reason for IC | |
Solid organ transplantation | 18 (43) |
Kidney | 7 (17) |
Liver | 5 (12) |
Heart | 4 (10) |
Intestinal | 1 (2) |
Multi-organ | 1 (2) |
Malignancy | 12 (28%) |
Solid tumor | 8 (19) |
Hematologic | 4 (10) |
Primary immunodeficiency | 10 (24) |
Hypogammaglobulinemia | 7 (17) |
Acquired common variable immunodeficiency | 3 (7) |
Other | 2 (5) |
Nephropathy | 1 (2) |
Chronic lung disease | 1 (2) |
Immunosuppressants usedb (N=35) | 35 (83) |
Antineoplastic agents | 17 (35) |
Calcineurin inhibitors | 10 (24) |
Antimetabolites | 11 (26) |
Hospitalization | |
Within 1 year prior to FMT | 21 (72) |
Related to CDI | 19 (46) |
IC, immunocompromised; FMT, fecal microbiota transplantation; rCDI, recurrent Clostridioides difficile infection
N=42 unless otherwise specified.
Within 3 months of FMT
Data are presented as mean (range) or n (%)
The cause of IC included 10 (24%) with a primary immunodeficiency and 32 (76%) with a comorbidity associated with immunosuppressive medication use. These comorbidities included solid organ transplantation (18, 43%), malignancy (12, 28%), and other chronic conditions (2, 5%), which included nephropathy and chronic heart and lung disease. Two subjects with malignancy had previously undergone stem cell transplantation. Two subjects had IBD in addition to X-linked agammaglobulinemia and solid organ transplantation, respectively, and one had short gut syndrome in addition to multivisceral transplantation. The cohort characteristics are detailed in Table 1.
CDI and FMT characteristics
All patients received FMT for a primary indication of rCDI. Nearly half (19, 46%) of the subjects were hospitalized for reasons related to CDI prior to undergoing FMT, although none had FMT performed for a primary indication of severe, fulminant or complicated CDI. The median number of CDI episodes prior to FMT was four [interquartile range (IQR) 3–5], and patients experienced a median of 11 months (IQR 6–20) of symptoms before FMT. At minimum, all patients failed a standard course of vancomycin plus one other antibiotic therapy prior to FMT. The most common route of administration was via colonoscopy (23, 55%), followed by gastric (11, 26%), duodenal/jejunal (6, 14%) and capsule (2, 5%). Additional FMT-related variables are detailed in Table 2.
Table 2.
Characteristics of CDI and FMT in Pediatric IC Patientsa
Number of CDI episodes before FMT | 4 (3–5) |
Time from initial CDI diagnosis to FMT, months | 11 (6–20) |
Antibiotics used prior to FMTb | |
Vancomycin, standard coursec | 42 (100) |
Vancomycin, taperc | 38 (90) |
Metronidazole | 29 (69) |
Fidaxomicin | 9 (21) |
Nitazoxanide | 6 (14) |
Rifaximin | 2 (5) |
Location FMT performed | |
Outpatient | 38 (90) |
Inpatient | 4 (10) |
Donor stool | |
Fresh | 11 (26) |
Thawed, previously frozen | 31 (74) |
Donor stool selection | |
Commercial stool bank | 21 (50) |
Local stool bank | 10 (24) |
Patient-selected | 11 (26) |
Route of administration | |
Colonoscopy | 23 (55) |
Nasogastric/ gastric tube | 11 (26) |
Nasoduodenal/nasojejunal/duodenal/jejunal tube | 6 (14) |
Capsule | 2 (5) |
Volume of FMT solution, ml (N=39) | 125 (30–240) |
Loperamide used post-FMT | 9 (21) |
CDI, Clostridioides difficile infection; FMT, fecal microbiota transplantation; IC, immunocompromised
N=42 unless otherwise specified; data are presented as median (interquartile range) or n (%)
Patients may have data in more than one category; percentages may not sum to 100%
Standard course of vancomycin is 10 mg/kg (maximum 125 mg/dose) four times daily for 10 days; vancomycin taper is 10 mg/kg (maximum 125 mg/dose) four times daily for 10–14 days, twice daily for 7 days, once daily for 7 days, every other day for 7 days, then every 3 days for 2–8 weeks
Outcomes
In this pediatric IC cohort, 33/42 (79%) had a successful first FMT. In the nine patients where first FMT failed, five had FMT repeated of which three were successful for an aggregate success of 86% for one or more FMT. Five (56%) of the nine failures were patients with history of solid organ transplantation, two (22%) had a primary immune deficiency and two (22%) had a hematologic malignancy. There were no statistically significant differences in patient characteristics or procedural components when patients with a failed FMT were compared to those with a successful FMT (Table 3).
Table 3.
Comparison of clinical predictors of response to FMT for CDI among IC childrena
Group | No Response (N=9) | Response (N=33) | P-value |
---|---|---|---|
| |||
Age at FMT, median (IQR) | 5 (2–9) | 4 (3–12) | 0.43 |
| |||
Female sex | 3 (33%) | 9 (27%) | 0.72 |
| |||
FMT Location | 0.14 | ||
Outpatient | 7 (78%) | 31 (94%) | |
Inpatient | 2 (22%) | 2 (6%) | |
| |||
Donor Stool | 0.16 | ||
Fresh | 4 (44%) | 7 (21%) | |
Frozen | 5 (56%) | 26 (79%) | |
| |||
Donor sample type | 0.39 | ||
Patient-identified | 4 (45%) | 8 (24%) | |
Local stool bank | 2 (22%) | 6 (18%) | |
Commercial stool bank | 3 (33%) | 19 (58%) | |
| |||
Route of administration | 0.77 | ||
Colonoscopy | 5 (56%) | 18 (55%) | |
Nasogastric/gastric tube | 2 (22%) | 4 (12%) | |
Nasoduodenal/nasojejunal/duodenal/jejunal tube | 2 (22%) | 9 (27%) | |
Capsule | 0 | 2 (6%) | |
| |||
Type of Immunocompromise | 0.77 | ||
Primary immunodeficiency | 2 (22%) | 8 (24%) | |
Solid Organ Transplantation | 5 (56%) | 13 (39%) | |
Malignancy | 2 (22%) | 10 (30%) | |
Other | 0 | 2 (6%) | |
| |||
Antineoplastic agent useb | 0 | 10 (30%) | 0.06 |
| |||
Calcineurin inhibitor useb | 4 (36%) | 13 (39%) | 0.78 |
| |||
Antimetabolite useb | 3 (33%) | 8 (24%) | 0.58 |
| |||
Recent non-C.difficile infection (N=37)b | 0 | 6 (21%) | 0.16 |
| |||
Recent ANCc (N=30) cells/uL | 2935 (2295–3883) | 2830 (1680–4570) | 0.69 |
| |||
Non-C. difficile antibiotic use at time of FMT (N=41) | 3 (33%) | 7 (22%) | 0.48 |
FMT, fecal microbiota transplantation; CDI, Clostridioides difficile infection; IC, immunocompromised; IQR, interquartile range; ANC, absolute neutrophil count
N= 42 unless otherwise specified
Within 3 months of FMT
In 30 days prior to FMT
Table 4 details SAEs for this cohort. There were no deaths. Fifteen total SAEs occurred in 13 out of 42 (31%) patients during the 12-week follow-up; these included 14 hospitalizations involving 12 out of 42 (29%) patients. Four hospitalizations involving four out of 42 (9.5%) patients were deemed to be related or likely-related to FMT based on expert review; these included (i) one patient with cecal perforation during colonoscopic FMT, (ii) one child with aspiration pneumonitis following EGD-guided FMT instillation, (iii) one child with fever immediately post-FMT (Day 0) admitted on empiric antibiotics who underwent a negative sepsis evaluation, and (iv) one patient with intractable diarrhea post-FMT (day zero) admitted for observation with negative C. difficile testing. Two of these four hospitalizations occurred in patients with primary immunodeficiency, one in a patient with solid organ transplantation and one with malignancy. Three of the four received stool frozen from a stool bank and one received patient-selected, fresh stool. Two of four had FMT administered via colonoscopy, one administered via the gastric route and one via jejunal route.
Table 4.
Serious adverse events following FMT for CDI among IC children
Serious adverse eventsa | Number of patients | Etiology of IC | Days post-FMT | Route of FMT | Related/ Likely related to FMT |
---|---|---|---|---|---|
Hospitalizations | 14b | ||||
Cecal perforation | 1 | SOT | 0 | Colonoscopic | Yes |
Diarrhea | 1 | PID | 0 | Colonoscopic | Yes |
Aspiration pneumonitisc | 1 | Malignancy | 0 | Duodenal/Jejunal | Yes |
Feverd | 1 | PID | 0 | Gastric | Yes |
Recurrent CDI | 1 | SOT | 4 | Duodenal/Jejunal | No |
Pneumocystis jiroveci pneumonia | 1 | Malignancy | 7 | Colonoscopic | No |
Recurrent CDI | 1 | SOT | 9 | Duodenal/Jejunal | No |
Febrile neutropeniac,d | 1 | Malignancy | 18 | Duodenal/Jejunal | No |
Pneumomediastinum | 1 | Malignancy | 19 | Colonoscopic | No |
Escherichia coli, enterococcus CLABSIc | 1 | Chronic heart and lung disease | 22 | Colonoscopic | No |
Fever, lethargyd | 1 | Malignancy | 30 | Duodenal/Jejunal | No |
Respiratory failurec | 1 | Chronic heart/ lung disease | 38 | Colonoscopic | No |
Vomiting, dehydration, staph aureus + blood culture | 1 | Malignancy | 42 | Colonoscopic | No |
Fever, coughd | 1 | PID | 76 | Colonoscopic | No |
Adrenal crisis | 1 | Malignancy | 12 | Gastric | No |
IC, immunocompromise; FMT, fecal microbiota transplantation; SOT, solid organ transplantation; PID, primary immunodeficiency, CDI, Clostridioides difficile infection; CLABSI, central line associated blood stream infection
Serious adverse events: death, hospitalization, disability, life threatening event
14 hospitalizations, 12 patients
Two patients with two separate hospitalizations
Fever is defined as temperature >38°C
The only non-hospitalization SAE involved the development of adrenal insufficiency in a patient with cancer and was deemed unrelated to FMT. All patients with an SAE fully recovered and none were diagnosed with an infection caused by a multi-drug resistant organism. There were no deaths reported.
More common, non-serious AEs included diarrhea (8, 19%), emesis (3, 7%), abdominal pain (2, 5%), constipation (1, 2%), blood in stool (1, 2%), and fever without hospitalization (1, 2%). Half (8, 50%) of these were reported within the first three days after FMT and all were self-limited.
Discussion
The burden of CDI in IC patients is significant with higher rates of both primary disease and rCDI in this population.22–25 Exposure to antibiotics and immunosuppressants are associated with increased CDI risk in these vulnerable patients and multiple studies have confirmed a diagnosis of cancer to be an independent risk factor for recurrence of CDI.15,24–27 In addition, children with cancer and a diagnosis of CDI have higher rates of morbidity and mortality. In a study of 1736 admissions in children with cancer, those with an admission complicated by healthcare facility-associated CDI had an increased length of stay by 23 days and more than double the risk of death than those without CDI.15
Despite a high disease burden, there has been a historical hesitance to use FMT in IC hosts due to heightened safety concerns. These patients were excluded from early clinical trials until retrospective adult data began to demonstrate efficacy and safety of FMT in IC hosts.5–7,22,23 Notably, an important FDA safety alert was released in 2019 when two FMT trial patients, who received FMT for a non-CDI indication, developed bloodstream infections with resistant bacterial organisms that were traced back to the donor stool using genomic sequencing.8 These cases demonstrate the significant difficulties with using a poorly standardized therapeutic agent in an evolving infectious disease landscape.28 Case studies have reported the use of FMT in pediatric IC patients, but given the emerging literature surrounding the practice in IC adults, there is a need for more robust data in this unique pediatric population.
In our cohort of 42 pediatric IC patients, the success rate following first FMT was 79%. The aggregate success rate of 86% after one or more FMT. This is comparable, although slightly lower, to data from adult IC patients with a systematic review of 234 IC patients demonstrating 88% and 94% cure rates after first and second FMT, respectively5 and similar to prior pediatric data with an inclusive cohort of 335 pediatric patients demonstrating a cure rate of 87% after second FMT.1 Our study identified no differences in IC patient characteristics or FMT procedures in patients with a successful versus failed FMT. However, it was limited by small sample size and therefore less likely to identify differences if they did exist. In adult studies, predictors of FMT failure in IC patients include inpatient status, severe and fulminant CDI, presence of pseudomembranous colitis, and use of non-CDI antibiotics at the time of FMT.22
Safety concerns are a major cause of hesitancy involving the use of FMT in the IC host. In our cohort, there were 15 total SAEs occurring in 13 (31%) patients during the 12-week follow-up period, with no deaths and all fully recovering. Four of the SAEs were deemed FMT-related or likely-related, occurring in four (9.5%) patients. There were no infections related to MDROs in our pediatric IC cohort identified through clinical care, although judicious screening was not done. Patients with a history of malignancy had a higher rate of SAEs, with half of those patients experiencing an SAE during follow-up. However, only one of these was deemed related to FMT, and this likely speaks to the medical complexity and frequent hospitalization at baseline for this complex population. A comparable adult IC cohort (n=80) undergoing FMT for CDI had an SAE rate of 15% during 12-week follow-up with 7.5% related or possibly related to FMT.7 This included two deaths, one of which was related to aspiration during the FMT procedure and the other was felt to be non-related to FMT. There were no infectious complications definitely-related to FMT.7 This SAE rate is similar to non-IC adults.5 Our prior published cohort study reporting FMT effectiveness for CDI in children reported an overall SAE rate of 4.7%, comprised of ten hospitalizations with no deaths.1
Thus, this study demonstrates a higher rate of FMT-related SAEs in IC children when compared to the broader pediatric population and IC adults, although sample size and retrospective nature of this analysis limits additional conclusions. The comparably higher rate of SAEs in our cohort may be attributable to the patients’ level of medical complexity, with seventy-two percent requiring hospitalization for any cause within the year preceding FMT. In addition, nearly half of our cohort had a CDI-related hospitalization prior to FMT; a point that requires careful consideration when evaluating risk versus benefit in this vulnerable population.
Traditionally, concern with administering FMT to IC patients surrounded the theoretical risk of bacterial translocation and bacteremia, especially with MDROs. However, it is important to consider that patients with rCDI have expansion of invasive bacterial species including members of the genus Enterobacteriaceae .29,30 Additionally, a recent study showed that pediatric patients with CDI had a significant decrease in antimicrobial resistance genes and a sustained decrease in multidrug resistance genes in their intestinal microbiome following FMT.31 Notably, though, tetracycline resistance genes increased after FMT, and low levels of potential pathogens were identified in donor stool.31
IC patients would benefit greatly from a highly refined and regulated microbial therapeutic product for the safe treatment of CDI. Currently, many microbial therapeutics products are being studied in phase III trials in adults, but remain unstudied in children.32,33 In addition, these are often capsule or enema products which are logistically difficult to administer to children. Urgent and careful consideration of how to safely and effectively perform manipulation of the intestinal microbiome, through FMT or alternative microbial therapeutics, in pediatric IC patients is warranted.
Limitations
This study was limited by its retrospective nature as all data was obtained through the medical record. Reports of adverse events required patient report and were not actively solicited during the follow-up period. Thus, AEs were likely underreported. Although the largest study of its kind, our small sample size made it difficult to elicit statistical significance for factors, including magnitude of immunosuppression and mode of FMT delivery, which may have contributed to the likelihood of both FMT success and SAEs. Notably, no pediatric IC patients had FMT performed for a primary indication of severe or fulminant FMT, so assessments on the efficacy and safety in IC patients with severe disease cannot be made and warrant additional study. We were also limited by our 12-week follow-up period in studying additional long-term SAEs in pediatric IC patients following FMT; an important consideration when performing FMT in pediatric patients. These limitations would be better addressed through a prospective placebo-controlled trial with extended follow-up.
Conclusion
In conclusion, pediatric IC patients undergoing FMT for the treatment of rCDI have high rates of success following one or more FMT, although the complexity of this patient population and the rate of SAEs (9.5%) warrants careful assessment of risk versus benefit when considering treatment with FMT. Continued study into the safe administration of FMT, or the use of alternative microbial therapeutics, in pediatric IC patients is necessary.
Supplementary Material
What is Known
Immunocompromised children suffer from high rates of C. difficile infection (CDI) and worse outcomes.
Fecal microbiota transplantation (FMT) is used for the treatment of refractory and recurrent CDI with limited data on its safety and efficacy in immunocompromised children.
There have been safety alerts concerning invasive infections in FMT-treated immunocompromised adults.
What is New
FMT is effective for the treatment of CDI in immunocompromised children.
FMT-related serious adverse events can occur in immunocompromised children and careful discussion of risk and benefit is warranted.
Source of Funding:
This work was supported by a National Institute of Allergy and Infectious Diseases K23 award (No.1K23AI156132–01) to MRN, Cures Within Reach Repurposing Research Award to SAK, and a National Institutes of Health/National Center for Advancing Translational Sciences Grant Support (No. UL1 TR000445) for REDCap (Vanderbilt University).
Footnotes
Specific author contributions:
Katie R. Conover, MD: literature review, contributions to conception of the work, primary author, critical revision, and final approval of version being submitted, guarantee that all individuals who meet authorship criteria are included as authors of this paper
Stacy A. Kahn, MD: contributions to conception of the work, secondary author, critical revision and final approval of version being submitted
Imad Absah, MD, Sonia Ballal, MD, David Brumbaugh, MD, Stanley Cho, MD, Maria Cardenas Fernandez, MD, Elizabeth Doby Knackstedt, MD, Alka Goyal, MD, M. Kyle Jensen, MD, Jess L. Kaplan, MD, Richard Kellermayer, MD, Larry K. Kociolek, MD, Sonia Michail, MD, Maria Oliva-Hemker, MD, Anna Reed, MD, Madison Weatherly: data collection, critical revision and final approval of version being submitted
Maribeth R. Nicholson, MD, MPH: contributions to conception of the work, secondary author, critical revision and final approval of version being submitted
Conflicts of interest
The authors of no relevant conflicts of interest.
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