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Levitt's CO breath test in the differential diagnosis of chronic isolated hyperbilirubinemia

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Published 15 March 2022 © 2022 The Author(s). Published by IOP Publishing Ltd
, , Citation Ling-Ling Kang et al 2022 J. Breath Res. 16 026007 DOI 10.1088/1752-7163/ac57f9

1752-7163/16/2/026007

Abstract

A key component of the differential diagnosis of isolated hyperbilirubinemia (HB) is distinguishing between hemolytic and non-hemolytic types. Routine hemolysis screening markers have unsatisfactory sensitivity and specificity. Erythrocyte (RBC) lifespan shortening, the gold standard marker of hemolysis, is seldomly measured due to the cumbersome and protracted nature of standard methods. A new Levitt's CO breath test method may enable simple, rapid RBC lifespan measurement. In this pilot prospective diagnostic study, Levitt's CO breath test was evaluated to discriminate hemolytic from non-hemolytic HB in adults. One hundred and thirty eligible non-smoking adult patients who were aged 18 or older, referred for chronic (>6 months) isolated HB or had a known diagnosis of isolated HB of a rare cause, were recruited, including 77 with non-hemolytic HB and 53 with hemolytic HB. ROC curve analysis was applied to determine the optimal cutoff for discriminating between hemolytic and non-hemolytic HB, and the performance was calculated. Results showed that the mean RBC lifespan in non-hemolytic HB (93 ± 26 d) was reduced (p = 0.001 vs. normal reference value of 126 d), but longer than that in hemolytic HB (36 ± 17 d; p = 0.001). RBC lifespans did not differ significantly between 26 patients with simple hemolytic HB (32 ± 14 d) and 27 patients with a Gilbert syndrome comorbidity (40 ± 18 d). ROC curve analysis revealed an optimal lifespan cutoff for discriminating between hemolytic and non-hemolytic HB of 60 d (AUC = 0.982), with a diagnostic accuracy of 95.4%, 94.3% sensitivity and 96.1% specificity respectively. These results indicate that Levitt's CO breath test seems to be very sensitive and specific for detecting hemolysis in adult patients with chronic isolated HB, and could enable simple, rapid, and reliable differential diagnosis of isolated HB. A large-scale validation study of the method is warranted.

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Abbreviations

HBhyperbilirubinemia
ROCReceiver operating characteristic
AUCarea under the curve
UGT1A1uridine diphosphate glucuronosyltransferase family 1 member A1

CBCcomplete blood count
LDHlactate dehydrogenase
RBCErythrocyte
G6PDglucose-6-phosphate dehydrogenase
CIconfidence interval
ROCreceiver operating characteristic

1. Introduction

Isolated hyperbilirubinemia (HB) is a common clinical laboratory finding of elevated serum bilirubin levels in the context of apparently normal global liver function and normal levels of biochemical markers of hepatocellular injury and cholestasis [1]. Three basic mechanisms have been found to result in isolated HB. The first is increased bilirubin production, which is seen in various hemolytic diseases and in individuals with hematopoiesis (hemolysis in situ). The second mechanism is decreased hepatocellular uptake and conjugation of unconjugated bilirubin, which is seen mainly in Gilbert syndrome and Crigler–Najjar syndrome. Both of these syndromes are caused by dysfunctional hepatic uridine diphosphate glucuronosyltransferase family 1 member A1 (UGT1A1), due to mutations affecting the gene UGT1A1. The third mechanism is decreased hepatocellular secretion of conjugated bilirubin, which occurs in Dubin–Johnson syndrome, a rare condition, as well as in the even more rare Rotor syndrome.

Clinically, the evaluation of a patient with isolated HB is quite different from that of a patient who presents with elevated bilirubin associated with elevated liver enzyme levels, with the latter suggesting either a cholestatic or hepatocellular process [2]. Traditionally, the first step in the evaluation of a patient presenting with isolated HB is to fractionate a sample of bilirubin from the patient to determine if the patient's bilirubin is conjugated or unconjugated. In the latter case, the second step is to differentiate between a hemolytic and non-hemolytic origin. Based on these findings, the type of isolated HB can then be classified (i.e. (un)conjugated, (non-)hemolytic) [2].

Direct bilirubin levels measured by the commonly employed diazo reaction method often overestimates the actual conjugated bilirubin level, especially in hemolytic samples, resulting in potential misclassification of isolated HB cases [24]. However, isolated conjugated HB is extremely rare (i.e. principally consisting of patients with Dubin–Johnson syndrome and Rotor syndrome). Thus, in the vast majority of isolated HB cases, unconjugated HB is observed [5], making reliable differentiation between HB of hemolytic versus non-hemolytic origin a key diagnostic objective. Current hemolytic marker-based clinical tests—such as a complete blood count (CBC), reticulocyte count, peripheral blood smear, and lactate dehydrogenase (LDH) assay, as well as assessments of serum haptoglobin and plasma free hemoglobin—are far from satisfactory with respect to sensitivity and specificity. Many patients do not have a clear HD classification diagnosis even after the numerous etiological tests.

Erythrocyte (RBC) lifespan refers to the average period that RBCs survive after being released into circulation from bone marrow. Typically, healthy adults have an average RBC lifespan of 120 d [6, 7]. An abnormally short RBC lifespan is the fundamental characteristic of hemolysis. Therefore, RBC lifespan measurement should give a more accurate diagnosis of hemolysis than indirect hemolytic marker assays [8]. However, RBC lifespan measurement is seldomly conducted due to the cumbersome and protracted nature of classical labelling methods (e.g.51Cr and 15N-glycine), which can take several weeks, or even months.

Based on the knowledge that exhaled endogenous CO comes primarily from degraded hemoglobin following RBC destruction, established mainly by Rurnal et al [912], and thus the notion that mean RBC lifespan can be estimated based on endogenous CO production rate, Levitt's team [13, 14] developed a simple, rapid CO breath test to determinate RBC lifespan. Our previous study confirmed that Levitt's CO breath test gives similar results to those obtained with classical labelling methods [15]. The aim of this pilot prospective diagnostic study was to evaluate Levitt's CO breath test to discriminate hemolytic from non-hemolytic HB in adults.

2. Patients and methods

2.1. Study design and participants

This pilot prospective diagnostic study was undertaken at Nanshan Hospital, Guangdong Medical University in Shenzhen, China. We recruited newly referred patients with isolated HB. We also conducted a search of medical record archives to find patients with rare causes of HB and invited them to participate in the study. The inclusion criteria were: being ⩾18 years old; having had a disease course of >6 months; and having a confirmed cause of HB. The exclusion criteria were: severe chronic cardiopulmonary disease; acute disease or emergent medical needs; a blood transfusion within 3 weeks of the study; and active smoking, severe passive smoking, or other similar air contamination exposure within 24 h before the test; inability to complete sampling; and unwillingness to sign the informed consent.

The diagnostic criteria of isolated HB was that a general liver function test shows an isolated elevation of the serum total bilirubin level ⩾ 21.0 μmol L −1 (diazo reaction method) concomitant with normal serum albumin, normal levels of biochemical markers of hepatocellular injury (alanine transaminase and aspartate transaminase), and cholestasis (gamma-glutamyl transferase and alkaline phosphatase activities). Etiological diagnosis was based on comprehensive clinical and laboratory evaluation.

All patients underwent a panel of routine laboratory examinations, encompassing genetic tests, hemolysis screening tests, and biochemical tests. First, Sanger sequencing of UGT1A1 was conducted to identify genetic causes of HB, namely Gilbert syndrome and Crigler–Najjar syndrome (Beijing Genomics Institute, Beijing, China). Second, to screen for hemolysis, hemolytic markers were assessed with a CBC, reticulocyte count, peripheral blood smear, LDH assay, and routine chemical urinalysis. Third, two hemolytic etiology diagnostic tests were performed, including glucose-6-phosphate dehydrogenase (G6PD) activity measurement for detection of G6PD deficiency and Coomb's test for the diagnosis of autoimmune hemolytic anemia. Other hemolytic etiology tests were carried out according to specific case indications. For example, hemoglobin electrophoresis was conducted for definitive diagnosis of thalassemia, flow cytometry of blood CD55/CD59 RBCs was conducted for definitive diagnosis of paroxysmal nocturnal hemoglobinuria, and we measured serum levels of foliate (a.k.a. vitamin B9), vitamin B12 (a.k.a. cobalamin), and homocysteine to diagnose megaloblastic anemia. Patients with clinical and/or laboratory evidence of hemolysis that remained unexplained after these diagnostic investigations were submitted to diagnostic next-generation sequencing with a commercial HO-41 sequencing panel (MyGenotics, Beijing, China) that covered 208 genes linked to hereditary erythroid related diseases.

Those patients who had no history or signs of hemolysis, were negative for hemolytic markers, had normal G6PD activity, and had a negative Coomb's test result formed the non-hemolytic HB cohort. Those for whom a definitive hemolytic cause was established were included in the hemolytic HB cohort, regardless of other associated diseases.

Nanshan Hospital Ethics Committee approved the study protocol. Written informed consent was obtained from all study participants. This trial is registered with www.chictr.org.cn number, CHiCTRDDD17011592.

2.2. Levitt's CO breath test

The principle of Levitt's CO breath test is that endogenous CO in the breath originates mainly (∼70%) from heme oxidation during hemoglobin degradation following RBC rupture, such that the total capacity of CO from hemoglobin divided by the CO quantity released per day equates to mean RBC lifespan [10]. Given that the lungs mediate the only mechanism available to the body for CO excretion and the fact that alveolar ventilation volume (mL min−1) is roughly equal to total blood volume (mL), Levitt's team [13, 14] deduced that RBC lifespan can be calculated from exhaled endogenous alveolar CO concentration (ppm) and peripheral blood hemoglobin concentration (g mL−1) according to the following formula:

We conducted the breath test with an automated instrument, namely the ELS Tester (Seekya Biotec. Co., Ltd, Shenzhen, China). The test involved three steps. (1) For breath sample collection, in the morning (8:00–11:30) without a fasting requirement, each subject inhaled deeply, held their breath for 10 s, and then exhaled into a tri-channel collection system that discards the first 300 ml, presumed to be dead space air, and then directs subsequent alveolar air into a foil bag (700 ml). If needed, the procedure was repeated until the collected air sample reached the collection bag capacity. The filled bag was detached and sealed. An atmospheric sample was collected just after breath sampling. Alveolar air and atmospheric samples were stored at room temperature and analyzed within 2 d of collection. (2) To measure hemoglobin concentration, a CBC was carried out on the breath sampling day. (3) Finally, for RBC lifespan determination, an automated ELS tester was used to measure endogenous alveolar CO concentration by nondispersive infrared spectroscopy of the paired alveolar and environmental air samples. The ELS tester used these data, together with an inputted hemoglobin concentration value, to calculate RBC lifespan according to Levitt's formula (above). Briefly, for step 3, the alveolar and environmental air sample bags were connected to inlet ports and each patient's hemoglobin concentration datum was inputted; then, automatic measurement by the ELS TESTER was initiated by pushing the start button on the machine, which reported each participant's RBC lifespan within 15 min.

Previously, we showed that the mean normal RBC lifespan determined Levitt's CO breath test was 126 d (range, 75–177 d), a value similar to that obtained by the standard biotin-labelling technique (mean, 115 d; range, 70–140 d) [7, 15].

2.3. Outcomes

The primary outcome of this study was the accuracy of Levitt's CO breath test for detecting hemolysis in adults with chronic isolated HB.

2.4. Statistics

Power analysis indicated that we would need a sample size of 70 to achieve a power of ⩾90%and thus show a diagnostic accuracy of ⩾90% (lower level of two-sided 95% confidence interval (CI)) to discriminate between patients with hemolytic HB from those with non-hemolytic HB. Normally distributed data are reported as means with standard deviations. Abnormally distributed data are reported as medians with inter-quartile ranges. Enumeration data are expressed as percentages.

Student's t-test and Wilcoxon rank-sum test or chi-square tests were applied to analyze differences in measurement data and enumerated data, respectively. For hemolytic HB diagnosis, we used receiver operating characteristic (ROC) curves to establish an optimal discrimination value. Diagnosis accuracy rate was calculated as the number of correctly diagnosed cases divided by the total number of HB cases. All data analyses were conducted in SPSS for Windows, version 22 (IBM, Chicago, IL), with a significance criterion of p < 0.05.

3. Results

3.1. Patient characteristics

Patients were recruited from 1 May 2018 to 1 November 2020. Non-hemolytic HB patients were gathered quickly owing to the relatively high prevalence of Gilbert syndrome in the population. Recruitment of patients with hemolytic HB, which is already relatively rare, was quite slow and further slowed by the discovery that some patients with hemolytic HB had a comorbidity of Gilbert syndrome. To ensure there were enough cases of simple isolated hemolytic HB in the sample, we determined to enlarge the sample size by 50% to 105%. Ultimately, 137 patients were recruited, including 128 newly referred patients and 2 with rare diagnoses, including 1 patient with Crigler-Najjar syndrome type II and 1 patient with Dubin-Johnson syndrome. The patient with Dubin-Johnson syndrome was the only patient in this study suffering from conjugated HB (serum bilirubin 70.5 mmol L−1, direct bilirubin 44.9 mmol L−1 ). Seven patients were excluded because of cigarette smoking (N = 3), polycythemia with unexplained HB (N = 3 cases), and pregnancy with unexplained mildly elevated reticulocyte count (N = 1). Therefore, 130 patients were eligible and enrolled into the study. The de-identified, individual participant-level data that underlie the results reported in this article are freely accessible at https://figshare.com/(DOI:10.6084/m9.figshare.14130209.

The 130 eligible patients included 77 with non-hemolytic HB (75 with Gilbert syndrome, 1 with Crigler-Najjar syndrome type II, and 1 with Dubin-Johnson syndrome). The remaining 53 patients were diagnosed with hemolytic HB (26 with simple hemolysis and 27 with hemolysis and Gilbert syndrome). Of the 26 patients with simple hemolysis; 9 had thalassemia; 7 had megaloblastic anemia; 2 had hypersplenism of liver cirrhosis; 2 had autoimmune hemolytic anemia; and 1 had each of the following: hereditary non-spherical polycythemia, primary myelofibrosis, hemophagocytic syndrome, paroxysmal nocturnal hemoglobinuria, Tha with megaloblastic anemia, and Tha with G6PD deficiency. Of the 27 patients who had hemolysis coexisting with Gilbert syndrome, 8 had hereditary spherocytosis; 7 had a G6PD deficiency; 5 had thalassemia; and 1 had each of the following: megaloblastic anemia, Evans syndrome, cardiac mechanical valve induced hemolysis, drug-induced hemolysis, thalassemia with G6PD deficiency, megaloblastic anemia with G6PD deficiency, and thalassemia with hereditary spherocytosis.

The demographic characteristics, clinical characteristics, and laboratory data of the enrolled patients are in summarized in table 1. The non-hemolytic HB and hemolytic HB groups were similar with respect to gender and age. Splenomegaly was detected in hemolytic HB patients. While there was no difference in total serum bilirubin level or direct bilirubin fraction between the two groups, other laboratory signs of hemolysis were found only in patients with hemolytic HB. In the hemolytic group, patients with comorbid hemolysis and Gilbert syndrome had higher bilirubin levels but fewer severe hemoglobin reductions than patients with simple hemolysis.

Table 1. Baseline characteristics of patients with isolated hyperbilirubinemia (HB).

  Hemolytic HB (N = 53)
CharacteristicNon-hemolytic HB (N = 77)Simple (n = 26)+GS (n = 27)Total (n = 53)
Demographic     
Age, years29.0 (26.0, 37.5) 35.0 (23.0, 50.8) 29.0 (25.0, 42.0) 33.0 (25.0, 46.5)
Sex    
Male57 (74.0%)12 (46.2%)23 (85.2%)35 (66.0%)
Female20 (26.0%)14 (53.8%)4 (14.8%)18 (34.0%)
Clinical     
Splenomegaly014 (51%)** 7 (27%)** /# 21 (40%)**
Laboratory     
Serum bilirubin    
TBil, μmol L−1 40.8 (39.0, 49.5) 37.0 (29.2, 45.2) 53.9* /# (33.3,78.8) 41.0 (30.5, 59.8)
DBil, μmol L−1 10.8 (8.4, 12.9) 11.2 (8.58, 14.2) 9.0 (7.7, 11.8) 9.7 (8.2, 12.9)
IBil, μmol L−1 28.1 (20.4, 35.8) 24.7 (14.9, 32.3) 45.1 (23.1, 69.1) * /## 29.2 (19.5, 52.7)
UGT1A1 mutation76 (98.7%)a 0** 27 (100%)## 27 (50.9%)**
LDH > 250 IU/L013 (56.5%)** 7 (25.9%)** /## 20 (43.4%)**
Hemoglobin, g/dl15.4 (14.5, 16.2) 7.3 (6.6, 9.2) ** 13.3 (10.8, 15.0) ** /## 9.5 (7.1, 13.5) **
Anemia025 (94.3%)** 16 (59.3%)** /## 41 (77.4%)**
MCV    
<80, fL010 (38.5%)** 5 (18.5%)** 15 (28.3%)**
>100, fL.010 (38.5%)** 1 (0.4%) ## 11 (20.8%)**
Reticulocytes > 2.0%012 (42.6)** 20 (74.1%)**/# 32 (60.4%)**
Abnor blood smear018 (69.2%)** 11 (40.7%)** 29 (54.7%)**
Hemoglobinuria01 (3.8%)01 (1.9%)
Hemosiderinuria01 (3.8%)01 (1.9%)
Coomb's test +02 (7.7%)1 (3.7%)3 (5.7%)
G6PD deficiency007 (25.9%)** /# 7 (13.2%)**

Data are reported as mean (SD), median (IQR) or n (%); a the single negative patient had Dubin-Johnson syndrome; *p < 0.05, **p < 0.01 vs. non-hemolytic; # p < 0.05, ## p < 0.01 vs. simple hemolysis; GS, Gilbert syndrome; TBil, total bilirubin; DBil, direct bilirubin; IBil, indirect bilirubin; LDH, lactate dehydrogenase Hb, hemoglobin; MCV, mean corpuscular volume; Abnor, abnormal; G6PD, glucose-6-phosphate dehydrogenase.

3.2. RBC lifespans

The RBC lifespans obtained for each of the 130 subjects are shown in figure 1. The mean RBC lifespan of the 77 patients with non-hemolytic HB was 93 ± 26 d, which was significantly shorter than the normal mean reference value (126 d; t = −11.254, p = 0.001), but much longer than that of the 53 patients with hemolytic HB (36 ± 17 d; t = 14.2, p = 0.001). RBC lifespan did not differ significantly between the 26 patients with simple hemolytic HB and the 27 patients with comorbid hemolysis and Gilbert syndrome (32 ± 14 d vs. 40 ± 18 d; t = − 1.983, p = 0.053).

Figure 1.

Figure 1. Scatter plot of RBC lifespan data observed in 130 adults with chronic isolated HB. CN2, Crigler-Najjar syndrome type II; DJS, Dubin-Johnson syndrome; GS, Gilbert syndrome.

Standard image High-resolution image

3.3. Diagnostic performance

All 53 (100%) patients with hemolytic HB and 21/77 (27.3%) patients with non-hemolytic HB had RBC lifespans below normal range (lower limit of normal by Levitt's breath test = 75 d). ROC analysis indicated that a cutoff RBC lifespan of 60 d was optimal for group separation (figure 2). With this, we reached an accuracy of 95.4% (95%CI 90.0–98.1) with 94.3% sensitivity (95%CI 84.0–98.7) and 96.1% specificity (95%CI 88.7–99.1). The area under for the ROC curve (AUC) was 0.982 (95%CI 0.965–0.999).

Figure 2.

Figure 2. ROC curve for differentiation between patients with hemolytic HB and patients with non-hemolytic HB.

Standard image High-resolution image

4. Discussion

Of 130 eligible adult patients with chronic isolated HB enrolled over a 2 year period, only one patient (0.08%), who was found by a medical record search, had conjugated HB (table 1), confirming that the vast majority of cases of isolated HB are unconjugated, and thus that the key objective of differential diagnosis for isolated HB is to determine whether there is hemolysis. Levitt's CO breath test was confirmed to have very high sensitivity for detection of hemolysis, even mild hemolysis, in adult patients with chronic isolated HB. Using an RBC lifespan cutoffof 60 d, the diagnostic performance of the breath test for hemolytic HB was excellent with 94.3% sensitivity and 96.1% specificity (figure 2). However, among patients with hemolytic HB, the test could not distinguish between simple hemolytic HB and hemolysis coexisting with Gilbert syndrome (figure 1).

Gilbert syndrome is a well-known phenotypically heterogenous hereditary condition characterized by mild, chronic unconjugated HB in the absence of liver disease or overt hemolysis. Reported incidence rates for Gilbert syndrome range from 6% to 12% [2]. The pathogenesis of Gilbert syndrome has been linked to congenital mutations in UGT1A1 and consequent disruption of UGT1A1, the enzyme that conjugates glucuronic acid to bilirubin in hepatocytes and then converts it into an excretable molecule. Traditionally, unconjugated HB resulting from Gilbert syndrome has been attributed completely to this non-hemolytic mechanism because commonly used clinical biomarkers of hemolysis (e.g. serum LDH, haptoglobin, and reticulocyte count) are not found in patients with Gilbert syndrome. However, several early studies employing classical 51Cr-labeled RBC re-transfusion measurement techniques suggested that some 30% ∼ 80% of people with Gilbert syndrome have mild hemolysis indicated by a slightly shortened RBC lifespan [1619]. Therefore, in addition to being a bilirubin conjugating disorder, bilirubin overproduction with mild hemolysis can be considered a diagnostic marker of Gilbert syndrome [17, 19, 20]. Consistent with these previous reports, our non-hemolytic group, which consisted mostly of patients with Gilbert syndrome, had a slightly reduced mean RBC lifespan (92 d vs. normal mean of 126 d). Indeed 38% of the patients in the non-hemolytic group had an RBC lifespan shorter than 75 d, which is the lower limit of the normal range. With respect to diagnosis, the present results suggest strongly that simple rapid Levitt's CO breath testing would be as sensitive as classical standard labelling methods for detecting hemolysis in the context of isolated HB.

We found that if 75 d, the lower limit of the normal RBC lifespan range, were used as the cutofffor hemolytic HB diagnosis, we would reach 100% diagnostic sensitivity, but with a false positive rate as high as 27.3%. The high false positive rate was apparently the consequence of mild hemolysis in Gilbert syndrome being detected. Thus, the adjusted cutoffis critical for differential diagnosis of isolated HB. Based on our ROC analysis, we recommend an optimal RBC lifespan cutoff of 60 d to maximize both sensitivity and specificity.

Generally, Gilbert syndrome coexisting with hemolytic disease is considered to be uncommon, albeit with isolated single case reports [2125]. We were surprised to find that more than half of our enrolled patients with hemolytic HB (37/53) had Gilbert syndrome, indicating that this phenomenon maybe much more common than is appreciated. Perhaps many such cases have been missed due to a lack of awareness and available techniques. The prevalence of Gilbert syndrome in the general population, at 6% ∼ 12%, indicates that a similar prevalence may be found among hemolytic patients by chance. Thus, the incidence of Gilbert syndrome among our sample of hemolytic HB patients far exceeding this range is noteworthy. Here, we were able to find undiagnosed Gilbert syndrome in a large number of patients because all of the participants in our study underwent Sanger sequencing of UGT1A1 and detailed hemolysis tests. Although RBC lifespan data were not useful for distinguishing between patients with simple hemolytic HB and those with comorbid hemolysis and Gilbert syndrome, it is evident from our baseline clinical characteristic data (table 1) that the latter patient subgroup tended to have higher hemoglobin and bilirubin levels than patients with simple hemolytic HB, consistent with previous single case reports [2125]. Thus, discordance between significant unconjugated HB and less severe hemolysis may be a valuable clue that a patient may have hemolytic disease comorbid with Gilbert syndrome. Further studies are needed to clarify the clinical significance of this pattern of findings.

Our study had several limitations. First, we did not enroll patients with drug-induced non-hemolytic HB, a condition that needs to be considered in the differential diagnosis of isolated HB. Second, although non-hemolytic HB was diagnosed according to an established clinical rubric, it is possible that a few patients might have been misclassified. Third, because the study was initially designed as a proof-of-concept study, the number of patients was not large enough to be divided into a development set and a validation set, especially for patients with simple hemolytic HB. Therefore, further prospective testing of the recommended optimal cutoff value's performance should be done.

In summary, the present results show that Levitt's CO breath test is a highly sensitive method for detecting hemolysis in adult patients with chronic isolated HB. RBC lifespan measurements with this method can discriminate between patients with non-hemolytic HB and patients with hemolytic HB with high diagnostic accuracy. Thus, Levitt's CO breath test represents a new simple and rapid diagnostic approach to differentiating among different chronic isolated HB pathologies. The validity demonstrated here should be confirmed in a large-scale validation study. Finally, it should be noted that because smokers absorb large amounts of CO from tobacco smoke, this breath test may not be appropriate for smoking patients, at least not with the presently used formula for calculating RBC lifespan.

Data availability statement

All authors had access to the study data and reviewed and approved the final manuscript.

The data that support the findings of this study are openly available at the following URL/DOI: https://figshare.com/(DOI:10.6084/m9.figshare.14130209).

Author contributions

Hou-De Zhang and Ling-Ling Kang designed the study, developed the study protocol, recruited subjects, collected breath samples, analyzed the data, and wrote the manuscript. Ze-Lin Liu edited the protocol, supervised all experimental steps, and contributed to hemolysis diagnoses. Quan-Sheng Han, Yuan-Wu Chen, Ling-Wen Liu and Xian-Hui Xie contributed to subject enrollment and data collection. Jun-Feng Luo was responsible to breath samples measurement. Yong-Qiang Ji and Guo-Liang Zhu contributed to the statistical analysis and mapping. Yong-Jian Ma and Kun-Mei Ji analyzed the data and revised the manuscript.

Conflict of interest

Hou-De Zhang, Yong-Qiang Ji, Guo-Liang Zhu, and Yong-Jian Ma were members of research and development team of the ELS TESTER. The other authors have no competing interests to declare.

Clinical trial registration

This trial is registered with www.chictr.org.cn number, CHiCTRDDD17011592.

Patient consent statement

Written informed consent was obtained from all study participants.

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