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Gut and Liver is an international journal of gastroenterology, focusing on the gastrointestinal tract, liver, biliary tree, pancreas, motility, and neurogastroenterology. Gut atnd Liver delivers up-to-date, authoritative papers on both clinical and research-based topics in gastroenterology. The Journal publishes original articles, case reports, brief communications, letters to the editor and invited review articles in the field of gastroenterology. The Journal is operated by internationally renowned editorial boards and designed to provide a global opportunity to promote academic developments in the field of gastroenterology and hepatology. +MORE
Yong Chan Lee |
Professor of Medicine Director, Gastrointestinal Research Laboratory Veterans Affairs Medical Center, Univ. California San Francisco San Francisco, USA |
Jong Pil Im | Seoul National University College of Medicine, Seoul, Korea |
Robert S. Bresalier | University of Texas M. D. Anderson Cancer Center, Houston, USA |
Steven H. Itzkowitz | Mount Sinai Medical Center, NY, USA |
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So Yoon Choi1,2, Ben Kang1,3, Yon Ho Choe1
Correspondence to: Yon Ho Choe
Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea
Tel: +82-2-3410-3527, Fax: +82-2-3410-0043, E-mail: yonho.choe@samsung.com
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Gut Liver 2019;13(5):541-548. https://doi.org/10.5009/gnl18129
Published online April 17, 2019, Published date September 15, 2019
Copyright © Gut and Liver.
Infliximab (IFX) often loses its therapeutic effect in initial responders with inflammatory bowel disease (IBD) over time. Low serum IFX trough levels (TLs) are linked to poor clinical response and outcomes. Maintenance of optimal therapeutic IFX concentrations is important for sustaining response and achieving good clinical outcomes. Measurement of serum IFX TLs is helpful for determining a further proper therapeutic plan. However, adequate therapeutic IFX TLs in pediatric IBD is uncertain. We aimed to identify the cutoff values for IFX TLs associated with laboratory response to IFX maintenance therapy. Patients with pediatric IBD who had received IFX infusions between December 2008 and March 2015 at Samsung Medical Center were retrospectively investigated. We analyzed 239 blood samples that were collected from 103 pediatric patients. We measured IFX TLs at induction (6 and 14 weeks) and during maintenance therapy (>22 weeks, 8 weeks interval) by fluid-phase radioimmunoassays. A significant association was found between the erythrocyte sedimentation rate (ESR) and IFX TLs during maintenance (correlation coefficient, −0.11; p=0.0005). A cutoff value of 18 mm/hr for ESR was used to define higher levels. Receiver operating characteristic analysis identified optimal cutoff values: IFX TL >1.58 μg/mL (sensitivity 82% and specificity 73%). Cutoff values are considered a prerequisite for further investigating the clinical usefulness of measurements of IFX in patients maintained with IFX treatment.Background/Aims
Methods
Results
Conclusions
Keywords: Infliximab, Drug monitoring, Pediatric inflammatory bowel disease
Inflammatory bowel disease (IBD) refers to a group of chronic inflammatory conditions that affect the large and small intestines and repeatedly improve and worsen over time. Ulcerative colitis and Crohn’s disease are the major types of IBD. While the exact pathogenesis underlying IBD remains unclear, it is thought to be associated with genetic and immunological abnormalities, and environmental factors, for example, stress and medications.1
Immunosuppressive agents, including 5-aminosalicylate, steroids, azathioprine, and 6-mercaptopurine, are commonly used to treat IBD. Recently, tumor necrosis factor (TNF) inhibitors, which inhibit the activities of TNFs and other biological agents, have been introduced for the treatment of IBD, and they have gained attention as a potentially effective approach to treatment and as a potential substitute for steroid therapy.
IBD that occurs among young children and teenagers accounts for 15% to 20% of all IBD cases, and the incidence of IBD has been rising gradually in Korea and in other countries.2 IBD progresses differently in children compared with adults, and it is generally thought that IBD progression is worse in young children compared with that in adults.3,4
The treatment of pediatric IBD requires consideration of the factors that are relevant to the growth period and puberty, for example, physical autonomy, physical appearance, and self-esteem, which differs from the factors to be considered when treating adult IBD.5
Treatment methods that minimize the use of steroids, which impede children’s growth and reduce bone density, must be developed. Infliximab (IFX), which is a TNF inhibitor, is widely used to treat IBD of moderate-to-high severity, and its effectiveness and safety in pediatric patients have been verified.6,7 The dose of IFX typically used during remission induction therapy is 5 mg/kg. Following the intravenous administration of IFX on the 0, 2nd, and 6th weeks of treatment, maintenance therapy is performed at 8-week intervals. Recent treatment guidelines published by the European Crohn’s and Colitis Organisation and the European Society for Pediatric Gastroenterology Hepatology and Nutrition recommend that patients with IBD who exhibit poor prognostic factors during health examinations, including delayed growth and the presence of deep ulcers or anal fistulae, should receive early treatment with IFX rather thansteroids.8 The findings from a study that was conducted on pediatric patients with Crohn’s disease of moderate-to-high severity showed that compared with the patients who did not receive TNF inhibitors, the rate of remission was higher and the rate of relapse was lower among the patients who had been actively treated with TNF inhibitors from the time of their initial diagnoses.9
Undertaking therapeutic drug monitoring during the administration of TNF inhibitors enables clinicians to implement safer and more effective treatment for IBD that is tailored to an individual patient’s needs. Therapeutic drug monitoring measures the concentrations of the drug in the serum, and this can be useful for determining new pharmacotherapy directions.10 To maintain the therapeutic effects of IFX, an adequate serum IFX trough level (TL) must be maintained. Many studies’ findings have shown that maintaining an appropriate serum drug level is associated with good clinical responses and outcomes, and prognoses.11
The appropriate serum IFX level varies from study to study. Furthermore, studies that have investigated appropriate serum IFX levels in children are sparse, and none of the studies that have addressed this knowledge gap have been undertaken in Korea. Determining appropriate serum IFX cutoff levels will be useful for treatment planning, and they can be used to predict treatment outcomes. The present study aimed to determine the cutoff values for the serum IFX TLs that might lead to appropriate hematological responses and the effective treatment of pediatric patients with IBD.
This study was a retrospective analysis of the patients who were younger than 18 years and underwent IFX therapy for IBD at Samsung Medical Center between December 2008 and March 2015. Subjects who underwent remission induction therapy on the 0, 2nd, and 6th weeks of treatment followed by maintenance therapy at 8-week intervals, during which the IFX dose was maintained at 5 mg/kg, and remained in clinical remission, were included in the study. Clinical remission was defined as a Pediatric Ulcerative Colitis Activity Index (PUCAI)12 of less than 10 or a Pediatric Crohn’s Disease Activity Index (PCDAI)13 of less than 10. Patients were excluded if the IFX dose was increased during maintenance therapy, the administration interval was shortened, or if they developed autoantibodies against IFX during treatment.
This study was approved by the Institutional Review Board of Samsung Medical Center (2016-11-045), and was conducted in accordance with the Helsinki Declaration. Written informed consents were obtained.
Blood samples were collected immediately before IFX administration on the 6th and 14th weeks of treatment, and at more than 22 weeks after the therapy was initiated. The samples were stored at −20°C. The serum IFX levels were measured in each sample using an enzyme-linked immunosorbent (ELISA) assay (Matriks Biotechnology Co., Ltd, Ankara, Turkey) at an optical density of 450 nm.
We retrospectively reviewed the patients’ medical records and investigated the patients’ ages, the times from the initial diagnoses to the initiation of IFX treatment, the patients’ medication histories, including the use of 5-aminosalicylic acid, steroids, and azathioprine, and the patients’ blood test parameters, including the hematocrit (Hct), C-reactive protein (CRP), and albumin (Alb) levels, and the erythrocyte sedimentation rates (ESRs), at the time of the initial diagnoses.
We used the Spearman rank correlation coefficient to analyze the correlations between the serum IFX levels and each hematological parameter, namely, the ESR, and the CRP, Hct, and Alb levels. We used the minimum p-value approach that reviewed all of the possible cutoff values for the hematological parameters by performing Wilcoxon rank-sum tests and using a generalized estimating equation. The minimum p-value approach requires the choice of a selection interval. The cut-point is varied systematically within the selection interval, a p-value is computed for each cut-point, and the cut-point with the smallest p-value is chosen eventually.14 Analysis using generalized estimating equation was applied to repeated measurements. Logarithmic transformation was used for ESR and CRP with skewed distribution. We plotted receiver operating characteristic curves about the reference points at which the differences between the serum IFX levels were the most significant. Then, we determined the cutoff values by finding the points at which the differences between the specificities and the sensitivities were the smallest. The level of statistical significance was set at p<0.05. SAS software version 9.4 (SAS Institute Inc., Cary, NC, USA) was used to perform the statistical analyses.
We analyzed 239 blood samples that were collected from 103 pediatric patients, comprising 36 females and 67 males. Of these patients, 82 had Crohn’s disease and 21 had ulcerative colitis. The mean age of the patients at the time of diagnosis The mean age of the patients at the time of diagnosis was 14.5 years, and the mean age at which the patients started IFX treatment was 14 years (Table 1).
We investigated the correlations between the serum IFX levels and the ESRs, the CRP levels, and the Hct levels. If the correlation is established, it can be used as a hematological index. On the 6th week of treatment, the serum IFX level was negatively correlated with the CRP level, with a correlation coefficient of −0.38 (p=0.0439) (Table 2, Fig. 1). On the 14th week of treatment, the serum IFX level was negatively correlated with the CRP level and the ESR, with correlation coefficients of −0.54 (p=0.0011) and −0.39 (p=0.0238), respectively (Table 3, Figs 2 and 3). At more than 22 weeks after the initiation of treatment, the serum IFX level was negatively correlated with the ESR, with a β coefficient of −0.11 (p=0.0005) (Table 4). Based on these results, we decided to use the ESRs and the CRP levels to determine the cutoff values for the serum IFX levels.
After reviewing all of the possible cutoff values for the ESRs and the CRP levels, we decided that an ESR of 18 mm/hr and a CRP level of 0.1 mg/dL, which had the lowest p-values, should be included in the criteria for hematological remission, and the cutoff values were reviewed (Tables 5 and 6).
Youden’s index method15 was used to determine the sensitivities and the specificities of the best cutoff values for the serum IFX levels (Table 7). On the 6th week of treatment, a serum IFX level of 9.82 μg/mL (area under the curve [AUC], 0.65 [95% confidence interval (CI), 0.34–0.95]; sensitivity, 60%; specificity, 75%) was required to maintain a CRP level at below 0.1 mg/dL. The patients were divided into two groups based on whether their ESR was greater than or less than 18 mm/hr, and since there was no significant difference between the two groups with respect to the serum IFX level, we could not calculate a cutoff value. On the 14th week of treatment, a serum IFX level of 1.42 μg/mL (AUC, 0.85 [95% CI, 0.70–0.99]; sensitivity, 75%; specificity, 88%) was required to maintain a CRP level at below 0.1 mg/dL, and a serum IFX level of 1.98 μg/mL (AUC, 0.76 [95% CI, 0.54–0.97]; sensitivity, 83%; specificity, 67%) was required to maintain an ESR at below 18 mm/hr. After more than 22 weeks of maintenance therapy, a serum IFX level of 1.5 μg/mL (AUC, 0.79 [95% CI, 0.67–0.91]; sensitivity, 75%; specificity, 79%) was required to maintain a CRP level at below 0.1 mg/dL, and a serum IFX level of 1.58 μg/mL (AUC, 0.79 [95% CI, 0.68–0.90]; sensitivity, 82%; specificity, 73%) was required to maintain an ESR at below 18 mm/hr.
In addition, cutoff values of IFX TL were obtained based on CRP below 0.5 mg/dL, which is commonly used as a definition of hematologic remission. On the 6th week of treatment, a serum IFX level of 9.82 μg/mL (AUC, 0.88 [95% CI, 0.68–1.0]; sensitivity, 100%; specificity, 69%) was required to maintain a CRP level at below 0.5 mg/dL. On the 14th week of treatment, a serum IFX level of 1.28 μg/mL (AUC, 0.86 [95% CI, 0.72–0.99]; sensitivity, 100%; specificity, 79.4%) was required to maintain a CRP level at below 0.5 mg/dL. After more than 22 weeks of maintenance therapy, the patients were divided into two groups based on whether their CRP was greater than or less than 0.5 mg/dL, and since there was no significant difference between the two groups with respect to the serum IFX level, we could not calculate a cutoff value.
Although the exact causes of and the risk factors associated with IBD remain unclear, it is believed that inflammatory cytokines play important roles in the development of IBD.16,17 TNF-α, an inflammatory cytokine, induces the expression of adhesive proteins by vascular endothelial cells and it mobilizes white blood cells, which move into the mucous membranes, thereby increasing inflammation. Furthermore, TNF-α acts on connective tissues and fibroblasts to increase the production of matrix metalloproteinases, which cause tissue damage and increase the permeability of the intestine, thereby triggering symptoms that include diarrhea.18,19
To inhibit TNF-α activity, IFX, which is a monoclonal antibody with a high specificity and affinity for TNF-α, was developed. Findings from studies have shown that IFX is effective at treating pediatric patients with moderate-to-severe IBD who do not respond to previously administered treatments, and that it heals the mucous membranes.20,21 IFX is widely used and its efficacy has been verified. However, while 70% to 90% of patients showed excellent responses soon after IFX treatment, their early remission rates were low at 20% to 50% following induction therapy,22 and the therapeutic effects of IFX disappeared over time in some patients, which occurred because an individual’s response to treatment varies according to the biological mechanism underlying the disease and because of variations in the drug’s pharmacodynamics.
IFX induces immune reactions, which may cause the formation of antibodies to IFX23,24 that reduce the half-life of IFX by increasing its turnover, thereby reducing the serum IFX levels and its therapeutic effects.25 Therefore, an adequate serum IFX level must be maintained, and clinical measurements of the serum levels of IFX and antibodies to IFX should be performed to determine future treatment plans and to enable clinicians to predict individual patient’s treatment outcomes and to treat patients with appropriate doses of medication.26 However, the clinical application of serum drug level measurements is currently limited, because standardized guidelines have not been established that clarify the appropriate measurement interval and analytical methods.
Serum IFX levels can be affected by the dose administered and the treatment interval. The half-life of IFX is 7 to 12 days, and its maintenance spans 12 to 17 days when it is administered at 5 mg/kg. Although the metabolic and elimination pathways of IFX have not been clearly identified, its turnover rate is very low at 11–15 mL/hr.27 The findings from a pharmacodynamics study showed that IFX accumulated when it was administered three times at 5 mg/kg on the 0, 2nd, and 6th weeks of treatment. The maximum concentration is usually reached 2 weeks after its administration, and the therapeutic concentration is maintained for 20 weeks after the initial administration.22 The simultaneous administration of immunosuppressive agents, including azathioprine and 6-mercaptopurine, can delay the decline in the serum IFX level and reduce the rate of autoantibody formation against IFX.28,29 In the present study, 100 out of 103 patients (97%) used azathioprine in conjunction with IFX, and we believe that the differences in the serum drug levels that arose among the patients as a result of using immunosuppressive agents were miniscule. A study that compared pediatric and adult patients with Crohn’s disease reported that the pharmacodynamics of IFX were affected by the patient’s body weight, but not by the patient’s age.30
The present study aimed to determine the cutoff values for the serum trough IFX levels that would maintain clinical remission and low ESRs and CRP levels, which are hematological markers of acute and chronic inflammation. Although it is desirable to confirm IFX TL to achieve mucosal healing, it is difficult to perform an endoscopy every time for pediatric patients. Therefore, we checked the IFX TL for hematologic remission using hematologic indexes that were routinely performed. The findings from a previous study showed that a lower serum Alb level, which is a hematological marker of the nutritional state, was associated with a higher IFX turnover rate.31 However, no association was found between Alb level and the serum IFX level in this study, and Alb was not included as one of the candidate hematological parameters. Ohem
The findings from recent studies of adults have shown that a serum IFX level of 3 μg/mL or higher is required to maintain clinical remission during maintenance therapy.33,34 Median serum IFX levels of 17.6 μg/mL during interventional treatment and 3.55 μg/mL during maintenance therapy were determined from a study of pediatric patients.35 In a model that used CRP level <0.5 mg/dL as the definition of laboratory remission, the optimal IFX TL was 3.5 μg/mL.32 In this study, serum IFX level of 9.82 μg/mL was required to maintain a CRP level at below 0.5 mg/dL in induction therapy. It was the same value as that for maintaining a CRP level at below 0.1 mg/dL. These cutoff values may be higher than the actual values, because serum IFX concentrations from the 2nd and 6th weeks of the induction therapy were included in the determination of these cutoff values. In addition, these cutoff values were higher than those determined in our study. This may have been caused by the non-uniform administration intervals during maintenance therapy in the previously published study,33 which had a median administration interval of 6.6 weeks, whereas IFX was administered regularly at 8-week intervals in our study. On the other hand, the findings from another study demonstrated a serum IFX level of greater than 5.5 μg/mL during the 14th week of treatment, which is a prognostic factor for clinical remission.36 A variety of other serum IFX levels have also been reported from other studies.37,38
The cutoff values for the serum IFX concentrations determined in this study were lower than those reported from previous studies. A serum IFX level that corresponds to a clinical response has not been identified, and the cutoff value can change according to the treatment objective and standard. The measurement of serum IFX levels may also vary depending on the ELISA kit used. One ELISA kit must be used to measure all of the serum IFX levels, and appropriate cutoff values must be determined based on the measurements to be used in clinical settings. It must also be noted that the use of other medications and their doses can affect the serum IFX levels. Optimizing the administration of IFX and using IFX efficiently can be achieved by maintaining the uniformity and consistency of the methods used to assess patients’ responses to IFX treatment.
The limitation of this study was that we did not measure the fecal calprotectin levels. The fecal calprotectin levels correlated strongly with the endoscopic mucosal inflammations, and that these correlations were closer than indices such as the PUCAI, PCDAI, CRP levels and ESR.39 In the future, it is necessary to evaluate the cutoff value of IFX TL based on fecal calprotectin values in pediatric patients.
In conclusion, by establishing cutoff values for the serum IFX levels, appropriate doses and administration intervals can be determined for individual patients on maintenance therapy, which will enable clinicians to plan treatment regimens and predict treatment outcomes. However, additional research is needed to determine the associations between the cutoff values and satisfactory treatment outcomes before they can be applied clinically.
No potential conflict of interest relevant to this article was reported.
Study concept and design, data acquisition, drafting of the manuscript: S.Y.C. Data analysis and interpretation, critical revision of the manuscript for important intellectual content, statistical analysis: S.Y.C., B.K. Administrative, technical, or material support; study supervision: Y.H.C.
Baseline Characteristics of Patients (n=103)
Variable | Value |
---|---|
Male sex | 67 (65) |
Crohn’s disease | 82 (80) |
Location of disease | |
Lower GI location | |
L1 | 2 (2) |
L2 | 4 (5) |
L3 | 76 (93) |
Upper GI location | |
No involvement | 38 (46) |
L4a | 15 (19) |
L4b | 19 (23) |
L4a+b | 10 (12) |
Perianal fistulas | 10 (12) |
Median PCDAI at IFX start | 32.5 (17.5–55) |
Ulcerative colitis | 21 (20) |
Location of disease | |
E3 | 8 (38) |
E4 | 13 (62) |
Median PUCAI at IFX start | 65 (55–70) |
Age at diagnosis, yr | 14.5 (10.0–17.4) |
Age at IFX, yr | 14 (13.3–17.5) |
Duration from diagnosis to IFX infusion, mo | 3 (0.5–48) |
Concomitant IMM at start IFX | 100 (97) |
Concomitant Mesalazine at start IFX | 98 (95) |
Corticosteroid use prior to IFX | 19 (18) |
Hematocrit, % | 34.5 (28.3–44.3) |
Albumin, g/dL | 4.0 (2.8–4.6) |
ESR, mm/hr | 50 (6–106) |
CRP, mg/dL | 1.14 (0.04–7.51) |
Analysis of Correlations between the Serum Infliximab Level and Hematological Markers in the 6th Week of Treatment
Variable | Spearman correlation coefficient | p-value |
---|---|---|
ESR | −0.05 | 0.7866 |
CRP | −0.38 | 0.0439 |
Albumin | 0.20 | 0.3091 |
Hematocrit | −0.03 | 0.8861 |
Analysis of Correlations between the Serum Infliximab Level and Hematological Markers on the 14th Week of Treatment
Variable | Spearman correlation coefficient | p-value |
---|---|---|
ESR | −0.39 | 0.0238 |
CRP | −0.54 | 0.0011 |
Albumin | 0.20 | 0.2594 |
Hematocrit | 0.02 | 0.8967 |
Analysis of Correlations between the Serum Infliximab Level and Hematological Markers after more than 22 Weeks of Maintenance Therapy
Variable | Spearman correlation coefficient | p-value |
---|---|---|
ESR | −0.11 | 0.0005 |
CRP | −0.07 | 0.2542 |
Albumin | 0.20 | 0.2264 |
Hematocrit | −0.18 | 0.1815 |
Cutoff Points of ESR
Cutoff point (mm/hr) | p-value | –log10(p-value) |
---|---|---|
ESR <4 vs ≥4 | 0.0354 | 1.4510 |
ESR <5 vs ≥5 | 0.0670 | 1.1739 |
ESR <6 vs ≥6 | 0.1046 | 0.9805 |
ESR <7 vs ≥7 | 0.1234 | 0.9087 |
ESR <8 vs ≥8 | 0.1769 | 0.7523 |
ESR <9 vs ≥9 | 0.1711 | 0.7667 |
ESR <10 vs ≥10 | 0.1044 | 0.9813 |
ESR <11 vs ≥11 | 0.1109 | 0.9551 |
ESR <12 vs ≥12 | 0.1512 | 0.8204 |
ESR <13 vs ≥13 | 0.1396 | 0.8551 |
ESR <14 vs ≥14 | 0.0143 | 1.8447 |
ESR <15 vs ≥15 | 0.0009 | 3.0458 |
ESR <16 vs ≥16 | 0.0005 | 3.3010 |
ESR <17 vs ≥17 | 0.0006 | 3.2218 |
ESR <18 vs ≥18 | 0.0004 | 3.3979 |
ESR <19 vs ≥19 | 0.0005 | 3.3010 |
ESR <20 vs ≥20 | 0.0038 | 2.4202 |
ESR <21 vs ≥21 | 0.0074 | 2.1308 |
ESR <23 vs ≥23 | 0.0140 | 1.8539 |
ESR <27 vs ≥27 | 0.0060 | 2.2218 |
ESR <31 vs ≥31 | 0.0055 | 2.2596 |
ESR <34 vs ≥34 | 0.0097 | 2.0132 |
ESR <35 vs ≥35 | 0.0069 | 2.1612 |
ESR <44 vs ≥44 | 0.0261 | 1.5834 |
ESR <49 vs ≥49 | 0.0341 | 1.4672 |
ESR <51 vs ≥51 | 0.0055 | 2.2596 |
ESR <54 vs ≥54 | 0.0226 | 1.6459 |
ESR <57 vs ≥57 | 0.0647 | 1.1891 |
ESR <61 vs ≥61 | 0.0030 | 2.5229 |
ESR <82 vs ≥82 | 0.0025 | 2.6021 |
Cutoff Points of CRP
Cutoff point (mg/dL) | p-value | –log10(p-value) |
---|---|---|
CRP <0.03 vs ≥0.03 | 0.1237 | 0.9076 |
CRP <0.033 vs ≥0.033 | 0.5745 | 0.2407 |
CRP <0.04 vs ≥0.04 | 0.5832 | 0.2342 |
CRP <0.05 vs ≥0.05 | 0.6010 | 0.2211 |
CRP <0.06 vs ≥0.06 | 0.6218 | 0.2063 |
CRP <0.07 vs ≥0.07 | 0.6435 | 0.1915 |
CRP <0.08 vs ≥0.08 | 0.6908 | 0.1606 |
CRP <0.09 vs ≥0.09 | 0.7169 | 0.1445 |
CRP <0.1 vs ≥0.1 | 0.0125 | 1.9031 |
CRP <0.11 vs ≥0.11 | 0.0224 | 1.6498 |
CRP <0.13 vs ≥0.13 | 0.0266 | 1.5751 |
CRP <0.14 vs ≥0.14 | 0.0470 | 1.3279 |
CRP <0.16 vs ≥0.16 | 0.0688 | 1.1624 |
CRP <0.2 vs ≥0.2 | 0.0833 | 1.0794 |
CRP <0.22 vs ≥0.22 | 0.1011 | 0.9952 |
CRP <0.24 vs ≥0.24 | 0.1990 | 0.7011 |
CRP <0.37 vs ≥0.37 | 0.3365 | 0.4730 |
CRP <0.43 vs ≥0.43 | 0.3748 | 0.4262 |
CRP <0.59 vs ≥0.59 | 0.4318 | 0.3647 |
CRP <0.67 vs ≥0.67 | 0.5758 | 0.2397 |
CRP <0.74 vs ≥0.74 | 0.6724 | 0.1724 |
CRP <0.81 vs ≥0.81 | 0.7438 | 0.1285 |
CRP <0.85 vs ≥0.85 | 0.9459 | 0.0242 |
CRP <0.92 vs ≥0.92 | 0.8922 | 0.0495 |
CRP <1.28 vs ≥1.28 | 0.9548 | 0.0201 |
CRP <1.72 vs ≥1.72 | 0.1147 | 0.9404 |
Cutoff Values
Week | ESR & CRP | Cutoff value |
---|---|---|
6 | ESR <18 mm/hr | NA |
CRP <0.5 mg/dL | 9.82 | |
CRP <0.1 mg/dL | 9.82 | |
14 | ESR <18 mm/hr | 1.98 |
CRP <0.5 mg/dL | 1.28 | |
CRP <0.1 mg/dL | 1.42 | |
≥22 | ESR <18 mm/hr | 1.58 |
CRP <0.5 mg/dL | NA | |
CRP <0.1 mg/dL | 1.5 |
Gut and Liver 2019; 13(5): 541-548
Published online September 15, 2019 https://doi.org/10.5009/gnl18129
Copyright © Gut and Liver.
So Yoon Choi1,2, Ben Kang1,3, Yon Ho Choe1
1Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 2Department of Pediatrics, Haeundae Paik Hospital, Inje University College of Medicine, Busan, and 3Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea
Correspondence to:Yon Ho Choe
Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea
Tel: +82-2-3410-3527, Fax: +82-2-3410-0043, E-mail: yonho.choe@samsung.com
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Infliximab (IFX) often loses its therapeutic effect in initial responders with inflammatory bowel disease (IBD) over time. Low serum IFX trough levels (TLs) are linked to poor clinical response and outcomes. Maintenance of optimal therapeutic IFX concentrations is important for sustaining response and achieving good clinical outcomes. Measurement of serum IFX TLs is helpful for determining a further proper therapeutic plan. However, adequate therapeutic IFX TLs in pediatric IBD is uncertain. We aimed to identify the cutoff values for IFX TLs associated with laboratory response to IFX maintenance therapy. Patients with pediatric IBD who had received IFX infusions between December 2008 and March 2015 at Samsung Medical Center were retrospectively investigated. We analyzed 239 blood samples that were collected from 103 pediatric patients. We measured IFX TLs at induction (6 and 14 weeks) and during maintenance therapy (>22 weeks, 8 weeks interval) by fluid-phase radioimmunoassays. A significant association was found between the erythrocyte sedimentation rate (ESR) and IFX TLs during maintenance (correlation coefficient, −0.11; p=0.0005). A cutoff value of 18 mm/hr for ESR was used to define higher levels. Receiver operating characteristic analysis identified optimal cutoff values: IFX TL >1.58 μg/mL (sensitivity 82% and specificity 73%). Cutoff values are considered a prerequisite for further investigating the clinical usefulness of measurements of IFX in patients maintained with IFX treatment.Background/Aims
Methods
Results
Conclusions
Keywords: Infliximab, Drug monitoring, Pediatric inflammatory bowel disease
Inflammatory bowel disease (IBD) refers to a group of chronic inflammatory conditions that affect the large and small intestines and repeatedly improve and worsen over time. Ulcerative colitis and Crohn’s disease are the major types of IBD. While the exact pathogenesis underlying IBD remains unclear, it is thought to be associated with genetic and immunological abnormalities, and environmental factors, for example, stress and medications.1
Immunosuppressive agents, including 5-aminosalicylate, steroids, azathioprine, and 6-mercaptopurine, are commonly used to treat IBD. Recently, tumor necrosis factor (TNF) inhibitors, which inhibit the activities of TNFs and other biological agents, have been introduced for the treatment of IBD, and they have gained attention as a potentially effective approach to treatment and as a potential substitute for steroid therapy.
IBD that occurs among young children and teenagers accounts for 15% to 20% of all IBD cases, and the incidence of IBD has been rising gradually in Korea and in other countries.2 IBD progresses differently in children compared with adults, and it is generally thought that IBD progression is worse in young children compared with that in adults.3,4
The treatment of pediatric IBD requires consideration of the factors that are relevant to the growth period and puberty, for example, physical autonomy, physical appearance, and self-esteem, which differs from the factors to be considered when treating adult IBD.5
Treatment methods that minimize the use of steroids, which impede children’s growth and reduce bone density, must be developed. Infliximab (IFX), which is a TNF inhibitor, is widely used to treat IBD of moderate-to-high severity, and its effectiveness and safety in pediatric patients have been verified.6,7 The dose of IFX typically used during remission induction therapy is 5 mg/kg. Following the intravenous administration of IFX on the 0, 2nd, and 6th weeks of treatment, maintenance therapy is performed at 8-week intervals. Recent treatment guidelines published by the European Crohn’s and Colitis Organisation and the European Society for Pediatric Gastroenterology Hepatology and Nutrition recommend that patients with IBD who exhibit poor prognostic factors during health examinations, including delayed growth and the presence of deep ulcers or anal fistulae, should receive early treatment with IFX rather thansteroids.8 The findings from a study that was conducted on pediatric patients with Crohn’s disease of moderate-to-high severity showed that compared with the patients who did not receive TNF inhibitors, the rate of remission was higher and the rate of relapse was lower among the patients who had been actively treated with TNF inhibitors from the time of their initial diagnoses.9
Undertaking therapeutic drug monitoring during the administration of TNF inhibitors enables clinicians to implement safer and more effective treatment for IBD that is tailored to an individual patient’s needs. Therapeutic drug monitoring measures the concentrations of the drug in the serum, and this can be useful for determining new pharmacotherapy directions.10 To maintain the therapeutic effects of IFX, an adequate serum IFX trough level (TL) must be maintained. Many studies’ findings have shown that maintaining an appropriate serum drug level is associated with good clinical responses and outcomes, and prognoses.11
The appropriate serum IFX level varies from study to study. Furthermore, studies that have investigated appropriate serum IFX levels in children are sparse, and none of the studies that have addressed this knowledge gap have been undertaken in Korea. Determining appropriate serum IFX cutoff levels will be useful for treatment planning, and they can be used to predict treatment outcomes. The present study aimed to determine the cutoff values for the serum IFX TLs that might lead to appropriate hematological responses and the effective treatment of pediatric patients with IBD.
This study was a retrospective analysis of the patients who were younger than 18 years and underwent IFX therapy for IBD at Samsung Medical Center between December 2008 and March 2015. Subjects who underwent remission induction therapy on the 0, 2nd, and 6th weeks of treatment followed by maintenance therapy at 8-week intervals, during which the IFX dose was maintained at 5 mg/kg, and remained in clinical remission, were included in the study. Clinical remission was defined as a Pediatric Ulcerative Colitis Activity Index (PUCAI)12 of less than 10 or a Pediatric Crohn’s Disease Activity Index (PCDAI)13 of less than 10. Patients were excluded if the IFX dose was increased during maintenance therapy, the administration interval was shortened, or if they developed autoantibodies against IFX during treatment.
This study was approved by the Institutional Review Board of Samsung Medical Center (2016-11-045), and was conducted in accordance with the Helsinki Declaration. Written informed consents were obtained.
Blood samples were collected immediately before IFX administration on the 6th and 14th weeks of treatment, and at more than 22 weeks after the therapy was initiated. The samples were stored at −20°C. The serum IFX levels were measured in each sample using an enzyme-linked immunosorbent (ELISA) assay (Matriks Biotechnology Co., Ltd, Ankara, Turkey) at an optical density of 450 nm.
We retrospectively reviewed the patients’ medical records and investigated the patients’ ages, the times from the initial diagnoses to the initiation of IFX treatment, the patients’ medication histories, including the use of 5-aminosalicylic acid, steroids, and azathioprine, and the patients’ blood test parameters, including the hematocrit (Hct), C-reactive protein (CRP), and albumin (Alb) levels, and the erythrocyte sedimentation rates (ESRs), at the time of the initial diagnoses.
We used the Spearman rank correlation coefficient to analyze the correlations between the serum IFX levels and each hematological parameter, namely, the ESR, and the CRP, Hct, and Alb levels. We used the minimum p-value approach that reviewed all of the possible cutoff values for the hematological parameters by performing Wilcoxon rank-sum tests and using a generalized estimating equation. The minimum p-value approach requires the choice of a selection interval. The cut-point is varied systematically within the selection interval, a p-value is computed for each cut-point, and the cut-point with the smallest p-value is chosen eventually.14 Analysis using generalized estimating equation was applied to repeated measurements. Logarithmic transformation was used for ESR and CRP with skewed distribution. We plotted receiver operating characteristic curves about the reference points at which the differences between the serum IFX levels were the most significant. Then, we determined the cutoff values by finding the points at which the differences between the specificities and the sensitivities were the smallest. The level of statistical significance was set at p<0.05. SAS software version 9.4 (SAS Institute Inc., Cary, NC, USA) was used to perform the statistical analyses.
We analyzed 239 blood samples that were collected from 103 pediatric patients, comprising 36 females and 67 males. Of these patients, 82 had Crohn’s disease and 21 had ulcerative colitis. The mean age of the patients at the time of diagnosis The mean age of the patients at the time of diagnosis was 14.5 years, and the mean age at which the patients started IFX treatment was 14 years (Table 1).
We investigated the correlations between the serum IFX levels and the ESRs, the CRP levels, and the Hct levels. If the correlation is established, it can be used as a hematological index. On the 6th week of treatment, the serum IFX level was negatively correlated with the CRP level, with a correlation coefficient of −0.38 (p=0.0439) (Table 2, Fig. 1). On the 14th week of treatment, the serum IFX level was negatively correlated with the CRP level and the ESR, with correlation coefficients of −0.54 (p=0.0011) and −0.39 (p=0.0238), respectively (Table 3, Figs 2 and 3). At more than 22 weeks after the initiation of treatment, the serum IFX level was negatively correlated with the ESR, with a β coefficient of −0.11 (p=0.0005) (Table 4). Based on these results, we decided to use the ESRs and the CRP levels to determine the cutoff values for the serum IFX levels.
After reviewing all of the possible cutoff values for the ESRs and the CRP levels, we decided that an ESR of 18 mm/hr and a CRP level of 0.1 mg/dL, which had the lowest p-values, should be included in the criteria for hematological remission, and the cutoff values were reviewed (Tables 5 and 6).
Youden’s index method15 was used to determine the sensitivities and the specificities of the best cutoff values for the serum IFX levels (Table 7). On the 6th week of treatment, a serum IFX level of 9.82 μg/mL (area under the curve [AUC], 0.65 [95% confidence interval (CI), 0.34–0.95]; sensitivity, 60%; specificity, 75%) was required to maintain a CRP level at below 0.1 mg/dL. The patients were divided into two groups based on whether their ESR was greater than or less than 18 mm/hr, and since there was no significant difference between the two groups with respect to the serum IFX level, we could not calculate a cutoff value. On the 14th week of treatment, a serum IFX level of 1.42 μg/mL (AUC, 0.85 [95% CI, 0.70–0.99]; sensitivity, 75%; specificity, 88%) was required to maintain a CRP level at below 0.1 mg/dL, and a serum IFX level of 1.98 μg/mL (AUC, 0.76 [95% CI, 0.54–0.97]; sensitivity, 83%; specificity, 67%) was required to maintain an ESR at below 18 mm/hr. After more than 22 weeks of maintenance therapy, a serum IFX level of 1.5 μg/mL (AUC, 0.79 [95% CI, 0.67–0.91]; sensitivity, 75%; specificity, 79%) was required to maintain a CRP level at below 0.1 mg/dL, and a serum IFX level of 1.58 μg/mL (AUC, 0.79 [95% CI, 0.68–0.90]; sensitivity, 82%; specificity, 73%) was required to maintain an ESR at below 18 mm/hr.
In addition, cutoff values of IFX TL were obtained based on CRP below 0.5 mg/dL, which is commonly used as a definition of hematologic remission. On the 6th week of treatment, a serum IFX level of 9.82 μg/mL (AUC, 0.88 [95% CI, 0.68–1.0]; sensitivity, 100%; specificity, 69%) was required to maintain a CRP level at below 0.5 mg/dL. On the 14th week of treatment, a serum IFX level of 1.28 μg/mL (AUC, 0.86 [95% CI, 0.72–0.99]; sensitivity, 100%; specificity, 79.4%) was required to maintain a CRP level at below 0.5 mg/dL. After more than 22 weeks of maintenance therapy, the patients were divided into two groups based on whether their CRP was greater than or less than 0.5 mg/dL, and since there was no significant difference between the two groups with respect to the serum IFX level, we could not calculate a cutoff value.
Although the exact causes of and the risk factors associated with IBD remain unclear, it is believed that inflammatory cytokines play important roles in the development of IBD.16,17 TNF-α, an inflammatory cytokine, induces the expression of adhesive proteins by vascular endothelial cells and it mobilizes white blood cells, which move into the mucous membranes, thereby increasing inflammation. Furthermore, TNF-α acts on connective tissues and fibroblasts to increase the production of matrix metalloproteinases, which cause tissue damage and increase the permeability of the intestine, thereby triggering symptoms that include diarrhea.18,19
To inhibit TNF-α activity, IFX, which is a monoclonal antibody with a high specificity and affinity for TNF-α, was developed. Findings from studies have shown that IFX is effective at treating pediatric patients with moderate-to-severe IBD who do not respond to previously administered treatments, and that it heals the mucous membranes.20,21 IFX is widely used and its efficacy has been verified. However, while 70% to 90% of patients showed excellent responses soon after IFX treatment, their early remission rates were low at 20% to 50% following induction therapy,22 and the therapeutic effects of IFX disappeared over time in some patients, which occurred because an individual’s response to treatment varies according to the biological mechanism underlying the disease and because of variations in the drug’s pharmacodynamics.
IFX induces immune reactions, which may cause the formation of antibodies to IFX23,24 that reduce the half-life of IFX by increasing its turnover, thereby reducing the serum IFX levels and its therapeutic effects.25 Therefore, an adequate serum IFX level must be maintained, and clinical measurements of the serum levels of IFX and antibodies to IFX should be performed to determine future treatment plans and to enable clinicians to predict individual patient’s treatment outcomes and to treat patients with appropriate doses of medication.26 However, the clinical application of serum drug level measurements is currently limited, because standardized guidelines have not been established that clarify the appropriate measurement interval and analytical methods.
Serum IFX levels can be affected by the dose administered and the treatment interval. The half-life of IFX is 7 to 12 days, and its maintenance spans 12 to 17 days when it is administered at 5 mg/kg. Although the metabolic and elimination pathways of IFX have not been clearly identified, its turnover rate is very low at 11–15 mL/hr.27 The findings from a pharmacodynamics study showed that IFX accumulated when it was administered three times at 5 mg/kg on the 0, 2nd, and 6th weeks of treatment. The maximum concentration is usually reached 2 weeks after its administration, and the therapeutic concentration is maintained for 20 weeks after the initial administration.22 The simultaneous administration of immunosuppressive agents, including azathioprine and 6-mercaptopurine, can delay the decline in the serum IFX level and reduce the rate of autoantibody formation against IFX.28,29 In the present study, 100 out of 103 patients (97%) used azathioprine in conjunction with IFX, and we believe that the differences in the serum drug levels that arose among the patients as a result of using immunosuppressive agents were miniscule. A study that compared pediatric and adult patients with Crohn’s disease reported that the pharmacodynamics of IFX were affected by the patient’s body weight, but not by the patient’s age.30
The present study aimed to determine the cutoff values for the serum trough IFX levels that would maintain clinical remission and low ESRs and CRP levels, which are hematological markers of acute and chronic inflammation. Although it is desirable to confirm IFX TL to achieve mucosal healing, it is difficult to perform an endoscopy every time for pediatric patients. Therefore, we checked the IFX TL for hematologic remission using hematologic indexes that were routinely performed. The findings from a previous study showed that a lower serum Alb level, which is a hematological marker of the nutritional state, was associated with a higher IFX turnover rate.31 However, no association was found between Alb level and the serum IFX level in this study, and Alb was not included as one of the candidate hematological parameters. Ohem
The findings from recent studies of adults have shown that a serum IFX level of 3 μg/mL or higher is required to maintain clinical remission during maintenance therapy.33,34 Median serum IFX levels of 17.6 μg/mL during interventional treatment and 3.55 μg/mL during maintenance therapy were determined from a study of pediatric patients.35 In a model that used CRP level <0.5 mg/dL as the definition of laboratory remission, the optimal IFX TL was 3.5 μg/mL.32 In this study, serum IFX level of 9.82 μg/mL was required to maintain a CRP level at below 0.5 mg/dL in induction therapy. It was the same value as that for maintaining a CRP level at below 0.1 mg/dL. These cutoff values may be higher than the actual values, because serum IFX concentrations from the 2nd and 6th weeks of the induction therapy were included in the determination of these cutoff values. In addition, these cutoff values were higher than those determined in our study. This may have been caused by the non-uniform administration intervals during maintenance therapy in the previously published study,33 which had a median administration interval of 6.6 weeks, whereas IFX was administered regularly at 8-week intervals in our study. On the other hand, the findings from another study demonstrated a serum IFX level of greater than 5.5 μg/mL during the 14th week of treatment, which is a prognostic factor for clinical remission.36 A variety of other serum IFX levels have also been reported from other studies.37,38
The cutoff values for the serum IFX concentrations determined in this study were lower than those reported from previous studies. A serum IFX level that corresponds to a clinical response has not been identified, and the cutoff value can change according to the treatment objective and standard. The measurement of serum IFX levels may also vary depending on the ELISA kit used. One ELISA kit must be used to measure all of the serum IFX levels, and appropriate cutoff values must be determined based on the measurements to be used in clinical settings. It must also be noted that the use of other medications and their doses can affect the serum IFX levels. Optimizing the administration of IFX and using IFX efficiently can be achieved by maintaining the uniformity and consistency of the methods used to assess patients’ responses to IFX treatment.
The limitation of this study was that we did not measure the fecal calprotectin levels. The fecal calprotectin levels correlated strongly with the endoscopic mucosal inflammations, and that these correlations were closer than indices such as the PUCAI, PCDAI, CRP levels and ESR.39 In the future, it is necessary to evaluate the cutoff value of IFX TL based on fecal calprotectin values in pediatric patients.
In conclusion, by establishing cutoff values for the serum IFX levels, appropriate doses and administration intervals can be determined for individual patients on maintenance therapy, which will enable clinicians to plan treatment regimens and predict treatment outcomes. However, additional research is needed to determine the associations between the cutoff values and satisfactory treatment outcomes before they can be applied clinically.
No potential conflict of interest relevant to this article was reported.
Study concept and design, data acquisition, drafting of the manuscript: S.Y.C. Data analysis and interpretation, critical revision of the manuscript for important intellectual content, statistical analysis: S.Y.C., B.K. Administrative, technical, or material support; study supervision: Y.H.C.
Table 1 Baseline Characteristics of Patients (n=103)
Variable | Value |
---|---|
Male sex | 67 (65) |
Crohn’s disease | 82 (80) |
Location of disease | |
Lower GI location | |
L1 | 2 (2) |
L2 | 4 (5) |
L3 | 76 (93) |
Upper GI location | |
No involvement | 38 (46) |
L4a | 15 (19) |
L4b | 19 (23) |
L4a+b | 10 (12) |
Perianal fistulas | 10 (12) |
Median PCDAI at IFX start | 32.5 (17.5–55) |
Ulcerative colitis | 21 (20) |
Location of disease | |
E3 | 8 (38) |
E4 | 13 (62) |
Median PUCAI at IFX start | 65 (55–70) |
Age at diagnosis, yr | 14.5 (10.0–17.4) |
Age at IFX, yr | 14 (13.3–17.5) |
Duration from diagnosis to IFX infusion, mo | 3 (0.5–48) |
Concomitant IMM at start IFX | 100 (97) |
Concomitant Mesalazine at start IFX | 98 (95) |
Corticosteroid use prior to IFX | 19 (18) |
Hematocrit, % | 34.5 (28.3–44.3) |
Albumin, g/dL | 4.0 (2.8–4.6) |
ESR, mm/hr | 50 (6–106) |
CRP, mg/dL | 1.14 (0.04–7.51) |
Data are presented as number (%) or median (range).
GI, gastrointestinal; L1, distal 1/3 ileum±limited cecal disease; L2, colonic disease; L3, ileocolonic disease; L4a, upper disease proximal to ligament of Treitz; L4b, upper disease distal to the ligament of Treitz and proximal to the distal 1/3 ileum; L4a+b, upper disease involvement in both L4a and L4b; PCDAI, Pediatric Crohn’s Disease Activity Index; IFX, infliximab; E3, extensive (hepatic flexure distally); E4, pancolitis (proximal to hepatic flexure); PUCAI, Pediatric Ulcerative Colitis Activity Index; IMM, immunomodulator; ESR, erythrocyte sedimentation rate; CRP, C-reactive protein.
Table 2 Analysis of Correlations between the Serum Infliximab Level and Hematological Markers in the 6th Week of Treatment
Variable | Spearman correlation coefficient | p-value |
---|---|---|
ESR | −0.05 | 0.7866 |
CRP | −0.38 | 0.0439 |
Albumin | 0.20 | 0.3091 |
Hematocrit | −0.03 | 0.8861 |
ESR, erythrocyte sedimentation rate; CRP, C-reactive protein.
Table 3 Analysis of Correlations between the Serum Infliximab Level and Hematological Markers on the 14th Week of Treatment
Variable | Spearman correlation coefficient | p-value |
---|---|---|
ESR | −0.39 | 0.0238 |
CRP | −0.54 | 0.0011 |
Albumin | 0.20 | 0.2594 |
Hematocrit | 0.02 | 0.8967 |
ESR, erythrocyte sedimentation rate; CRP, C-reactive protein.
Table 4 Analysis of Correlations between the Serum Infliximab Level and Hematological Markers after more than 22 Weeks of Maintenance Therapy
Variable | Spearman correlation coefficient | p-value |
---|---|---|
ESR | −0.11 | 0.0005 |
CRP | −0.07 | 0.2542 |
Albumin | 0.20 | 0.2264 |
Hematocrit | −0.18 | 0.1815 |
The generalized estimating equation was used to analyze repeated measurements. Logarithmic transformation was used for erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) values with skewed distributions.
Table 5 Cutoff Points of ESR
Cutoff point (mm/hr) | p-value | –log10(p-value) |
---|---|---|
ESR <4 vs ≥4 | 0.0354 | 1.4510 |
ESR <5 vs ≥5 | 0.0670 | 1.1739 |
ESR <6 vs ≥6 | 0.1046 | 0.9805 |
ESR <7 vs ≥7 | 0.1234 | 0.9087 |
ESR <8 vs ≥8 | 0.1769 | 0.7523 |
ESR <9 vs ≥9 | 0.1711 | 0.7667 |
ESR <10 vs ≥10 | 0.1044 | 0.9813 |
ESR <11 vs ≥11 | 0.1109 | 0.9551 |
ESR <12 vs ≥12 | 0.1512 | 0.8204 |
ESR <13 vs ≥13 | 0.1396 | 0.8551 |
ESR <14 vs ≥14 | 0.0143 | 1.8447 |
ESR <15 vs ≥15 | 0.0009 | 3.0458 |
ESR <16 vs ≥16 | 0.0005 | 3.3010 |
ESR <17 vs ≥17 | 0.0006 | 3.2218 |
ESR <18 vs ≥18 | 0.0004 | 3.3979 |
ESR <19 vs ≥19 | 0.0005 | 3.3010 |
ESR <20 vs ≥20 | 0.0038 | 2.4202 |
ESR <21 vs ≥21 | 0.0074 | 2.1308 |
ESR <23 vs ≥23 | 0.0140 | 1.8539 |
ESR <27 vs ≥27 | 0.0060 | 2.2218 |
ESR <31 vs ≥31 | 0.0055 | 2.2596 |
ESR <34 vs ≥34 | 0.0097 | 2.0132 |
ESR <35 vs ≥35 | 0.0069 | 2.1612 |
ESR <44 vs ≥44 | 0.0261 | 1.5834 |
ESR <49 vs ≥49 | 0.0341 | 1.4672 |
ESR <51 vs ≥51 | 0.0055 | 2.2596 |
ESR <54 vs ≥54 | 0.0226 | 1.6459 |
ESR <57 vs ≥57 | 0.0647 | 1.1891 |
ESR <61 vs ≥61 | 0.0030 | 2.5229 |
ESR <82 vs ≥82 | 0.0025 | 2.6021 |
The generalized estimating equation was used to analyze repeated measurements.
ESR, erythrocyte sedimentation rate.
Table 6 Cutoff Points of CRP
Cutoff point (mg/dL) | p-value | –log10(p-value) |
---|---|---|
CRP <0.03 vs ≥0.03 | 0.1237 | 0.9076 |
CRP <0.033 vs ≥0.033 | 0.5745 | 0.2407 |
CRP <0.04 vs ≥0.04 | 0.5832 | 0.2342 |
CRP <0.05 vs ≥0.05 | 0.6010 | 0.2211 |
CRP <0.06 vs ≥0.06 | 0.6218 | 0.2063 |
CRP <0.07 vs ≥0.07 | 0.6435 | 0.1915 |
CRP <0.08 vs ≥0.08 | 0.6908 | 0.1606 |
CRP <0.09 vs ≥0.09 | 0.7169 | 0.1445 |
CRP <0.1 vs ≥0.1 | 0.0125 | 1.9031 |
CRP <0.11 vs ≥0.11 | 0.0224 | 1.6498 |
CRP <0.13 vs ≥0.13 | 0.0266 | 1.5751 |
CRP <0.14 vs ≥0.14 | 0.0470 | 1.3279 |
CRP <0.16 vs ≥0.16 | 0.0688 | 1.1624 |
CRP <0.2 vs ≥0.2 | 0.0833 | 1.0794 |
CRP <0.22 vs ≥0.22 | 0.1011 | 0.9952 |
CRP <0.24 vs ≥0.24 | 0.1990 | 0.7011 |
CRP <0.37 vs ≥0.37 | 0.3365 | 0.4730 |
CRP <0.43 vs ≥0.43 | 0.3748 | 0.4262 |
CRP <0.59 vs ≥0.59 | 0.4318 | 0.3647 |
CRP <0.67 vs ≥0.67 | 0.5758 | 0.2397 |
CRP <0.74 vs ≥0.74 | 0.6724 | 0.1724 |
CRP <0.81 vs ≥0.81 | 0.7438 | 0.1285 |
CRP <0.85 vs ≥0.85 | 0.9459 | 0.0242 |
CRP <0.92 vs ≥0.92 | 0.8922 | 0.0495 |
CRP <1.28 vs ≥1.28 | 0.9548 | 0.0201 |
CRP <1.72 vs ≥1.72 | 0.1147 | 0.9404 |
The generalized estimating equation was used to analyze repeated measurements.
CRP, C-reactive protein.
Table 7 Cutoff Values
Week | ESR & CRP | Cutoff value |
---|---|---|
6 | ESR <18 mm/hr | NA |
CRP <0.5 mg/dL | 9.82 | |
CRP <0.1 mg/dL | 9.82 | |
14 | ESR <18 mm/hr | 1.98 |
CRP <0.5 mg/dL | 1.28 | |
CRP <0.1 mg/dL | 1.42 | |
≥22 | ESR <18 mm/hr | 1.58 |
CRP <0.5 mg/dL | NA | |
CRP <0.1 mg/dL | 1.5 |
ESR, erythrocyte sedimentation rate; CRP, C-reactive protein; NA, not available.