Abstract
Respiratory infection with Burkholderia cenocepacia is associated with accelerated decline in lung function and increased mortality in cystic fibrosis (CF) patients (A. M. Jones, M. E. Dodd, J. R. W. Govan, V. Barcus, C. J. Doherty, J. Morris, and A. K. Webb, Thorax 59:948–951, 2004, http://dx.doi.org/10.1136/thx.2003.017210). B. cenocepacia often possesses innate resistance to multiple antimicrobial classes, making eradication uncommon in established infection (P. B. Davis, Am J Respir Crit Care Med 173:475–482, 2006, http://dx.doi.org/10.1164/rccm.200505-840OE). We report the use of clinafloxacin in a CF patient with advanced B. cenocepacia infection, present pharmacokinetic (PK) data, and discuss the potential therapeutic role of clinafloxacin in patients with this condition.
CASE REPORT
In the cystic fibrosis (CF) patient population, infection with Burkholderia cepacia complex (Bcc) is uncommon but important, due to the accelerated decline in lung function and the increased mortality in affected individuals (1). Bcc consists of 18 different genetically related Gram-negative, non-spore-forming species (2). Infection with Bcc leads to a spectrum of clinical manifestations, ranging from asymptomatic carriage in respiratory secretions to necrotizing pneumonia (1, 3, 4). Burkholderia cenocepacia isolates are frequently virulent, transmissible, and innately resistant to multiple drug classes (1, 5). No standardized regimens have been developed for treatment of B. cenocepacia infection (3). Lung transplantation is seldom an option for CF patients harboring this species, as pretransplant carriage usually portends poor postoperative outcome (6). Unfortunately, the low prevalence of B. cenocepacia infection has limited the systematic in vivo study of potential therapies. To date, there has been only one randomized controlled trial for Bcc infection (inhaled aztreonam), which unfortunately did not demonstrate efficacy of this agent (7). We herein report the off-label use of clinafloxacin for the treatment of B. cenocepacia infection in a CF patient.
CASE PRESENTATION
A 30-year-old Caucasian male with CF (genotype F508del/3199del6), complicated by pancreatic insufficiency and diabetes, was admitted with increasing dyspnea. He was chronically infected with Pseudomonas aeruginosa and B. cenocepacia (identified using recA PCR and further characterized as strain PHDC by repetitive-element PCR using the BOX A1R primer, as described previously [8]). The patient experienced progressive clinical worsening, highlighted by a precipitous decline in pulmonary function over the year prior to presentation (his forced expiratory volume in 1 s [FEV1] decreased from 79% to 43% predicted). On hospital admission, he reported shortness of breath and hemoptysis, despite aggressive treatment with standard therapies for CF lung disease, including multiple courses of intravenous antibiotics and chronic suppressive therapy with minocycline. Severe allergies to cephalosporins, aminoglycosides, and carbapenems complicated the selection of antibiotics.
On examination, the patient had a hoarse voice. His vital signs included a heart rate of 119 beats/min, blood pressure of 136/85 mm Hg, a respiratory rate of 16 breaths/min, and oxyhemoglobin saturation of 96% while breathing room air. Diffuse bilateral crackles were auscultated. There was a nonblanching erythematous papular rash over the lower extremities below the knees along with pitting edema.
The patient's C-reactive protein level was 138.2 mg/liter, compared to 6 mg/liter at the end of hospitalization 2 months earlier, and his white blood cell count was elevated, at 18,400 cells/ml. His serum albumin level was 3.1 g/dl. The patient was diagnosed with a CF pulmonary exacerbation based on the clinical presentation.
CHALLENGE QUESTION
Burkholderia cenocepacia infections are often difficult to control with standard antimicrobial therapies. Which of the following is NOT a recognized cause of treatment failure of B. cenocepacia infection?
A. Organisms may possess inherent resistance to multiple drug classes.
B. Organisms may acquire resistance through plasmid-based gene transfer.
C. Organisms may be sequestered in the intracellular compartment.
D. Organisms may use some antimicrobial agents as nutritional substrates.
E. Upon exposure to antimicrobial agents, organisms enter a spore phase.
TREATMENT AND OUTCOME
Symptoms worsened, despite ongoing treatment with a variety of broad-spectrum intravenous antibiotics for more than 3 months, including amikacin, cefepime, ciprofloxacin, minocycline, chloramphenicol, and tobramycin (see Fig. S1 in the supplemental material). B. cenocepacia isolated on earlier sputum cultures was resistant to ceftazidime, levofloxacin, and meropenem. Spirometry showed an FEV1 of 1.29 liters (34% predicted), compared to 1.57 liters (43%) 2 months earlier. Chest computed tomography (CT) showed saccular bronchiectasis with areas of mucus plugging, scattered ground glass opacities, and nodular consolidation (Fig. 1). The patient was felt to have “cepacia syndrome,” characterized by persistently elevated inflammatory markers, leukocytosis, intermittent fevers, and recurrent petechial skin eruption (shown to be leukocytoclastic vasculitis on skin biopsy), although his blood cultures did not become positive until a later date. This condition, well described in published case series, is recognized to be uniformly fatal (1, 9). Thus, a sense of urgency developed.
FIG 1.
Chest CT images. (A) A representative image prior to clinafloxacin therapy shows regions of nodular consolidation (an arrow denotes one pronounced area in the right upper lobe). (B) Improvement in consolidation during clinafloxacin therapy. (C) Sustained improvement 7 months after clinafloxacin therapy. (D) Diffuse areas of nodular opacities with cavitation 8 months after clinafloxacin therapy.
Reports of lower in vitro MICs of clinafloxacin for Burkholderia spp. led us to pursue compassionate use of the medication for our patient. Investigational drug approval from our institutional review board and the Food and Drug Administration (FDA) was obtained for single-patient administration. The drug was procured from a foreign vendor and verified by our pharmacy. Informed consent for drug administration was obtained from the patient. Dosing, adapted from previous reports (10), was started at 200 mg intravenously every 12 h. Initially, the drug was infused in the intensive care unit accompanied by continuous telemetry, and the steady-state pharmacokinetic (PK) profile was determined. There were no prescribed changes in the patient's chronic regimen during the administration of clinafloxacin. Eight blood samples were obtained over the dosing interval, and serum concentrations were determined using a validated high-performance liquid chromatography assay. Serum concentration data (Fig. 2) were fit to a one-compartment model to provide the following PK estimates: area under the concentration-time curve (0 to 12 h), 15.2 mg · h/liter; maximum concentration, 2.4 mg/liter; volume of distribution, 95.3 liters; clearance, 13.1 liters/h; and half-life, 5.0 h. Although the pharmacodynamic relationship between fluoroquinolones (FQ) and Burkholderia cepacia complex has not been fully elucidated, an AUC24/MIC ratio of >125 has been described between ciprofloxacin and P. aeruginosa (11). Thus, we approached the dose and frequency of clinafloxacin to target this pharmacodynamic parameter in our patient. The patient received two courses of clinafloxacin. After the initial 1-week course to establish safety, he received an extended 3-week course 5 weeks later. He tolerated the starting dose, so it was increased on day 3 to 250 mg every 12 h. During the last 2 weeks of therapy, clinafloxacin was increased to 400 mg twice daily, with the expectation of a dose-proportionate increase in systemic exposure (10). Renal and hepatic function tests, corrected QT interval, and blood glucose were closely monitored during the course of therapy and did not change appreciably from baseline. Following completion of clinafloxacin administration, the patient reported symptomatic improvement and the skin rash and pedal edema resolved. Several objective measures indicated a positive response to therapy, including chest CT images (Fig. 1), spirometry, and C-reactive protein level (14.8 mg/liter pretherapy to 5.7 mg/liter posttherapy). The patient was discharged home after 4 months of hospitalization. Although there was clear clinical improvement, his sputum culture at the end of treatment continued to grow P. aeruginosa and B. cenocepacia, typical of CF patients with chronic respiratory infection.
FIG 2.

Serum concentration of clinafloxacin following a 200-mg intravenous infusion over 60 min.
At outpatient follow-up 5 weeks later, the patient reported feeling well and the FEV1 remained stable at 41% predicted. Due to difficulty in obtaining additional shipments of clinafloxacin, the patient did not receive another cycle of treatment with the drug. He returned to the hospital approximately 8 months later with a severe pulmonary exacerbation. Unfortunately, he succumbed to progressive cavitary disease (Fig. 1) and B. cenocepacia bacteremia.
There is one brief report of administration of this drug to CF patients for treatment of “Pseudomonas cepacia” infection, although little description of the clinical course is provided (12). The archaic designation “Pseudomonas cepacia”was utilized at the time for any species within the Burkholderia cepacia complex. Thus, it is unclear if ours is truly the first comprehensive report of clinical use of clinafloxacin in the treatment of confirmed B. cenocepacia infection.
Host and pathogen factors play roles in defining the outcome of patients with cepacia syndrome. Burkholderia spp. are inherently resistant to multiple classes of antimicrobial agents and have a propensity to develop and acquire drug resistance (6, 9). Intracytoplasmic sequestration of organisms presents an additional therapeutic challenge (13). As a class, fluoroquinolones (FQ) inhibit bacterial DNA gyrase and topoisomerase IV (6). Burkholderia spp. are generally susceptible to FQ, although multidrug efflux proteins are believed to drive the frequent emergence of FQ resistance (14). Clinafloxacin exerts particularly robust activity in vitro against B. cenocepacia, including drug-resistant strains (14). Decreased susceptibility to efflux proteins has been postulated as an explanation for increased efficacy (14). Clinafloxacin has been used as an investigational drug in a wide array of life-threatening infections, such as endocarditis (8). Unfortunately, it was withdrawn from the market due to adverse events, including phototoxicity and drug-induced hypoglycemia (10). In our patient, there was no evidence of the aforementioned adverse effects. Clinical improvement, albeit temporary, was demonstrated on several fronts, including clearing of radiographic infiltrates, improvement in airflow obstruction, resolution of skin lesions, and reduction in C-reactive protein. We speculate that therapy may have been more effective if we had initiated treatment earlier in the patient's disease course.
Alterations in the pharmacodynamics and PK of various medications in CF patients are well described, although FQ are usually affected to a lesser extent (11). Data from our patient mirrors that reported in healthy volunteers, suggesting that the pharmacokinetics of clinafloxacin is not altered by CF (5). It should be emphasized that this drug is not currently approved for human use by the FDA. Data from appropriately designed clinical trials are needed before clinafloxacin could be generally recommended for use in patients.
(The answer to the challenge question is “E: Upon exposure to antimicrobial agents, organisms enter a spore phase.” This statement is incorrect, as Burkholderia cenocepacia is a non-spore-forming organism.)
COMMENTARY
Pulmonary infection with Burkholderia cenocepacia, a species within the Burkholderia cepacia complex, raises concerns for both CF clinicians and patients alike, given its association with increased lung function decline and earlier mortality (1, 15–17). B. cenocepacia is perhaps best known as the most frequent cause of “cepacia syndrome,” a necrotizing pneumonia with septicemia resulting in rapid clinical decline and, frequently, death (4). CF patients infected with B. cenocepacia who undergo lung transplant are also at greater risk of death during the early postoperative period (6, 18, 19). Due to several intrinsic mechanisms that confer resistance to many classes of antimicrobial agents, B. cenocepacia infections are notoriously difficult to treat (20).
In the clinical case described above, Balwan et al. report a case of a 30-year-old male with CF infected with B. cenocepacia who presents with a pulmonary exacerbation and is treated with the investigational drug clinafloxacin. As with many such patients, he was infected with a multidrug-resistant B. cenocepacia, had very low lung function, and had been treated repeatedly with multiple broad-spectrum antibiotics with little improvement. Elevated inflammatory markers, leukocytosis, intermittent fevers, and a petechial skin rash suggested systemic involvement of the infection, which was confirmed to be cepacia syndrome when blood cultures became positive for B. cenocepacia. Following 3 weeks of clinafloxacin treatment, the patient appeared to stabilize, with improvement in symptoms, an increase in FEV1 from 34% to 41% predicted, and a normalization of his C-reactive protein (CRP). However, the lack of control subjects and measures of microbiological efficacy, such as sputum bacterial density counts, makes it difficult to directly attribute this improvement to a specific intervention. Despite this initial response, however, the patient ultimately succumbed to this infection, reflecting the high mortality associated with this condition.
This case report highlights the dire need for more effective antimicrobial treatments for B. cepacia complex infections in individuals with CF. There are currently no chronic suppressive antibiotics for B. cepacia complex-infected patients, who represent only approximately 3% to 5% of the CF population (21, 22). A recent double-blind, placebo-controlled trial, the only one done in this patient population, of continuous inhaled aztreonam in B. cepacia complex-infected CF patients demonstrated no significant differences in microbiological or lung function outcomes between treatment arms (7). Although clinafloxacin was withdrawn from the market due primarily to concerns regarding phototoxicity (23, 24), this case represents a reasonable attempt to use an in vitro active agent to treat an infection caused by a multidrug-resistant organism. Laboratory-based studies have demonstrated that clinafloxacin, an extended-spectrum fluoroquinolone, has activity against a wide range of Gram-positive, Gram-negative, and anaerobic organisms (25). Specifically, in comparison to a number of other fluoroquinolones, clinafloxacin was noted to be the most active against efflux-mediated multidrug-resistant Pseudomonas aeruginosa, Stenotrophomonas maltophilia, and Burkholderia cepacia, all recognized pathogens in CF patients (14). This is particularly relevant in the treatment of CF pulmonary infections that are characterized by biofilms, or matrix-encased communities of bacterial cells (26). Efflux pumps play a significant role in biofilm-specific resistance to multiple classes of antibiotics, including fluoroquinolones, in bacteria such as B. cenocepacia (27, 28). Although clinafloxacin is no longer available as a treatment option, phase III trials of inhaled levofloxacin in CF patients with chronic P. aeruginosa infection have recently been completed and demonstrate safety and FEV1 increases comparable to those for patients treated with inhaled tobramycin solution (29). It is not known whether aerosolized levofloxacin treatment of B. cepacia complex infections in CF patients can lead to similar improvements in lung function and whether these improvements can be sustained over multiple treatment cycles, given the known rapid emergence of antimicrobial resistance to fluoroquinolones. However, with the poor outcomes related to these infections, as illustrated by this case report, identification of effective antimicrobial treatments for this patient population needs to be a research priority.
Supplementary Material
ACKNOWLEDGMENTS
The case authors thank John LiPuma for providing the strain identity of the B. cenocepacia isolate from our patient and the staff at the Center for Anti-Infective Research & Development, Hartford Hospital (Hartford, CT), for conducting the PK analysis; the case authors are particularly grateful to their patient, who urged them to explore this alternative therapy in hopes of helping others.
None of the authors has a financial relationship with a commercial entity that has an interest in the topic of the manuscript.
This journal section presents a real, challenging case involving a multidrug-resistant organism. The case authors present the rationale for their therapeutic strategy and discuss the impact of mechanisms of resistance on clinical outcome. An expert clinician then provides a commentary on the case.
Footnotes
Supplemental material for this article may be found at http://dx.doi.org/10.1128/AAC.01428-15.
REFERENCES
- 1.Jones AM, Dodd ME, Govan JR, Barcus V, Doherty CJ, Morris J, Webb AK. 2004. Burkholderia cenocepacia and Burkholderia multivorans: influence on survival in cystic fibrosis. Thorax 59:948–951. doi: 10.1136/thx.2003.017210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Peeters C, Zlosnik JEA, Spilker T, Hird TJ, LiPuma JJ, Vandamme P. 2013. Burkholderia pseudomultivorans sp. nov., a novel Burkholderia cepacia complex species from human respiratory samples and the rhizosphere. Syst Appl Microbiol 36:483–489. doi: 10.1016/j.syapm.2013.06.003. [DOI] [PubMed] [Google Scholar]
- 3.Horsley A, Jones AM. 2012. Antibiotic treatment for Burkholderia cepacia complex in people with cystic fibrosis experiencing a pulmonary exacerbation. Cochrane Database Syst Rev 10:CD009529. doi: 10.1002/14651858.CD009529.pub2. [DOI] [PubMed] [Google Scholar]
- 4.Isles A, Maclusky I, Corey M, Gold R, Prober C, Fleming P, Levison H. 1984. Pseudomonas cepacia infection in cystic fibrosis: an emerging problem. J Pediatr 104:206–210. doi: 10.1016/S0022-3476(84)80993-2. [DOI] [PubMed] [Google Scholar]
- 5.Drevinek P, Mahenthiralingam E. 2010. Burkholderia cenocepacia in cystic fibrosis: epidemiology and molecular mechanisms of virulence. Clin Microbiol Infect 16:821–830. doi: 10.1111/j.1469-0691.2010.03237.x. [DOI] [PubMed] [Google Scholar]
- 6.Chaparro C, Maurer J, Gutierrez C, Krajden M, Chan C, Winton T, Keshavjee S, Scavuzzo M, Tullis E, Hutcheon M, Kesten S. 2001. Infection with Burkholderia cepacia in cystic fibrosis: outcome following lung transplantation. Am J Respir Crit Care Med 163:43–48. doi: 10.1164/ajrccm.163.1.9811076. [DOI] [PubMed] [Google Scholar]
- 7.Tullis DE, Burns JL, Retsch-Bogart GZ, Bresnik M, Henig NR, Lewis SA, LiPuma JJ. 2014. Inhaled aztreonam for chronic Burkholderia infection in cystic fibrosis: a placebo-controlled trial. J Cystic Fibros 13:296–305. doi: 10.1016/j.jcf.2013.08.011. [DOI] [PubMed] [Google Scholar]
- 8.Coenye T, Spilker T, Martin A, LiPuma JJ. 2002. Comparative assessment of genotyping methods for epidemiologic study of Burkholderia cepacia genomovar III. J Clin Microbiol 40:3300–3307. doi: 10.1128/JCM.40.9.3300-3307.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Davis PB. 2006. Cystic fibrosis since 1938. Am J Respir Crit Care Med 173:475–482. doi: 10.1164/rccm.200505-840OE. [DOI] [PubMed] [Google Scholar]
- 10.Randinitis EJ, Brodfuehrer JI, Eiseman I, Vassos AB. 2001. Pharmacokinetics of clinafloxacin after single and multiple doses. Antimicrob Agents Chemother 45:2529–2535. doi: 10.1128/AAC.45.9.2529-2535.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Hyatt JM, Nix DE, Schentag JJ. 1994. Pharmacokinetic and pharmacodynamic activities of ciprofloxacin against strains of Streptococcus pneumoniae, Staphylococcus aureus, and Pseudomonas aeruginosa for which MICs are similar. Antimicrob Agents Chemother 38:2730–2737. doi: 10.1128/AAC.38.12.2730. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Tack KJ, McGuire NM, Eiseman IA. 1995. Initial clinical experience with clinafloxacin in the treatment of serious infections. Drugs 49(Suppl 2):S488–S491. [DOI] [PubMed] [Google Scholar]
- 13.Valvano M. 2015. Intracellular survival of Burkholderia cepacia complex in phagocytic cells. Can J Microbiol 61:607–615. doi: 10.1139/cjm-2015-0316. [DOI] [PubMed] [Google Scholar]
- 14.Zhang L, Li XZ, Poole K. 2001. Fluoroquinolone susceptibilities of efflux-mediated multidrug-resistant Pseudomonas aeruginosa, Stenotrophomonas maltophilia and Burkholderia cepacia. J Antimicrob Chemother 48:549–552. doi: 10.1093/jac/48.4.549. [DOI] [PubMed] [Google Scholar]
- 15.Corey M, Farewell V. 1996. Determinants of mortality from cystic fibrosis in Canada, 1970–1989. Am J Epidemiol 143:1007–1017. doi: 10.1093/oxfordjournals.aje.a008664. [DOI] [PubMed] [Google Scholar]
- 16.Alexander BD, Petzold EW, Reller LB, Palmer SM, Davis RD, Woods CW, Lipuma JJ. 2008. Survival after lung transplantation of cystic fibrosis patients infected with Burkholderia cepacia complex. Am J Transplant 8:1025–1030. doi: 10.1111/j.1600-6143.2008.02186.x. [DOI] [PubMed] [Google Scholar]
- 17.Tablan OC, Chorba TL, Schidlow DV, White JW, Hardy KA, Gilligan PH, Morgan WM, Carson LA, Martone WJ, Jason JM. 1985. Pseudomonas cepacia colonization in patients with cystic fibrosis: risk factors and clinical outcome. J Pediatr 107:382–387. doi: 10.1016/S0022-3476(85)80511-4. [DOI] [PubMed] [Google Scholar]
- 18.De Soyza A, Morris K, McDowell A, Doherty C, Archer L, Perry J, Govan JR, Corris PA, Gould K. 2004. Prevalence and clonality of Burkholderia cepacia complex genomovars in UK patients with cystic fibrosis referred for lung transplantation. Thorax 59:526–528. doi: 10.1136/thx.2003.010801. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Aris RM, Routh JC, LiPuma JJ, Heath DG, Gilligan PH. 2001. Lung transplantation for cystic fibrosis patients with Burkholderia cepacia complex. Survival linked to genomovar type. Am J Respir Crit Care Med 164:2102–2106. doi: 10.1164/ajrccm.164.11.2107022. [DOI] [PubMed] [Google Scholar]
- 20.Hancock RE. 1998. Resistance mechanisms in Pseudomonas aeruginosa and other nonfermentative gram-negative bacteria. Clin Infect Dis 27(Suppl 1):S93–S99. doi: 10.1086/514909. [DOI] [PubMed] [Google Scholar]
- 21.Cystic Fibrosis Foundation. 2011. Patient data registry report. CF Foundation, Bethesda, MD. [Google Scholar]
- 22.Cystic Fibrosis Canada. 2013. Canadian patient data registry report. CF Canada, Toronto, Canada. [Google Scholar]
- 23.Siami G, Christou N, Eiseman I, Tack KJ. 2001. Clinafloxacin versus piperacillin-tazobactam in treatment of patients with severe skin and soft tissue infections. Antimicrob Agents Chemother 45:525–531. doi: 10.1128/AAC.45.2.525-531.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Winston DJ, Lazarus HM, Beveridge RA, Hathorn JW, Gucalp R, Ramphal R, Chow AW, Ho WG, Horn R, Feld R, Louie TJ, Territo MC, Blumer JL, Tack KJ. 2001. Randomized, double-blind, multicenter trial comparing clinafloxacin with imipenem as empirical monotherapy for febrile granulocytopenic patients. Clin Infect Dis 32:381–390. doi: 10.1086/318500. [DOI] [PubMed] [Google Scholar]
- 25.Wise R, Ashby JP, Andrews JM. 1988. In vitro activity of PD 127,391, an enhanced-spectrum quinolone. Antimicrob Agents Chemother 32:1251–1256. doi: 10.1128/AAC.32.8.1251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Singh PK, Schaefer AL, Parsek MR, Moninger TO, Welsh MJ, Greenberg EP. 2000. Quorum-sensing signals indicate that cystic fibrosis lungs are infected with bacterial biofilms. Nature 407:762–764. doi: 10.1038/35037627. [DOI] [PubMed] [Google Scholar]
- 27.Zhang L, Mah TF. 2008. Involvement of a novel efflux system in biofilm-specific resistance to antibiotics. J Bacteriol 190:4447–4452. doi: 10.1128/JB.01655-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Buroni S, Matthijs N, Spadaro F, Van Acker H, Scoffone VC, Pasca MR, Riccardi G, Coenye T. 2014. Differential roles of RND efflux pumps in antimicrobial drug resistance of sessile and planktonic Burkholderia cenocepacia cells. Antimicrob Agents Chemother 58:7424–7429. doi: 10.1128/AAC.03800-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Elborn SJ, Geller DE, Conrad D, Aaron SD, Smyth AR, Fischer R, Kerem E, Bell SC, Loutit JS, Dudley MN, Morgan EE, VanDevanter DR, Flume PA. 2015. A phase 3, open-label, randomized trial to evaluate the safety and efficacy of levofloxacin inhalation solution (APT-1026) versus tobramycin inhalation solution in stable cystic fibrosis patients. J Cyst Fibros 14:507–514. doi: 10.1016/j.jcf.2014.12.013. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.

