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Pathogen-Specific Alterations in the Gut Microbiota Predict Outcomes in Flare of Inflammatory Bowel Disease Complicated by Gastrointestinal Infection
Axelrad, Jordan E; Chen, Ze; Devlin, Joseph; Ruggles, Kelly V; Cadwell, Ken
INTRODUCTION/BACKGROUND:Enteric infection with Clostridioides difficile , Escherichia coli subtypes, and norovirus is commonly detected in flares of inflammatory bowel disease (IBD). We associated the gut microbiome during flare complicated by a gastrointestinal pathogen with outcomes of IBD. METHODS:We performed a cross-sectional study of 260 patients (92 IBD and 168 non-IBD) with a gastrointestinal polymerase chain reaction panel positive for C. difficile, E. coli , or norovirus, or negative during an episode of diarrhea from 2018 to 2020, and 25 healthy controls. Clinical variables, IBD status, and 2-year outcomes were collected. Using 16S rRNA sequencing, we measured the effect size of the gut microbiome on IBD characteristics and outcomes. RESULTS:There were major differences in the gut microbiome between patients with and without a pathogen and IBD. In IBD, a higher proportion of patients without a pathogen required hospitalization and IBD therapies at flare and within the 2 years after flare, driven by a milder disease course in flares complicated by an E. coli subtype or norovirus. Examining the contribution of clinical covariates, the presence of IBD, and C-reactive protein, C. difficile had a greater relative influence on the gut microbiome compared with the presence of an E. coli subtype or norovirus. In patients with C. difficile or no pathogen, lower microbiome diversity at flare was associated with adverse IBD outcomes over 2 years. DISCUSSION/CONCLUSIONS:Distinctive pathogen-specific gut microbiomes were associated with subsequent IBD outcomes. These findings may have direct implications for the management of IBD flares complicated by enteric pathogens.
PMCID:9945377
PMID: 36729813
ISSN: 2155-384x
CID: 5426732
Histologic Predictors of Clinical Outcomes and Healthcare Utilization in Patients With Ileal Pouch-Anal Anastomosis
Chang, Shannon; Hong, Simon; Hudesman, David; Remzi, Feza; Sun, Katherine; Cao, Wenqing; Tarik Kani, H; Axelrad, Jordan; Sarkar, Suparna A
BACKGROUND:The prognostic significance of histology in ileal pouch-anal anastomosis (IPAA) remains unclear. The aim of this study was to evaluate if histologic variables are predictive of IPAA clinical outcomes and healthcare utilization. METHODS:This was a retrospective cohort study of patients with IPAA undergoing surveillance pouchoscopy at a tertiary care institution. Pouch body biopsies were reviewed by gastrointestinal pathologists, who were blinded to clinical outcomes, for histologic features of acute or chronic inflammation. Charts were reviewed for clinical outcomes including development of acute pouchitis, chronic pouchitis, biologic or small molecule initiation, hospitalizations, and surgery. Predictors of outcomes were analyzed using univariable and multivariable logistic and Cox regression. RESULTS:A total of 167 patients undergoing surveillance pouchoscopy were included. Polymorphonuclear leukocytes (odds ratio [OR], 1.67), ulceration and erosion (OR, 2.44), chronic inflammation (OR, 1.97), and crypt distortion (OR, 1.89) were associated with future biologic or small molecule initiation for chronic pouchitis. Loss of goblet cells was associated with development of chronic pouchitis (OR, 4.65). Pyloric gland metaplasia was associated with hospitalizations (OR, 5.24). No histologic variables were predictive of development of acute pouchitis or surgery. In an exploratory subgroup analysis of new IPAA (<1 year), loss of goblet cells was associated with acute pouchitis (OR, 14.86) and chronic pouchitis (OR, 12.56). Pyloric gland metaplasia was again associated with hospitalizations (OR, 13.99). CONCLUSIONS:Histologic findings may be predictive of IPAA outcomes. Pathologists should incorporate key histologic variables into pouchoscopy pathology reports. Clinicians may need to more closely monitor IPAA patients with significant histologic findings.
PMID: 36702534
ISSN: 1536-4844
CID: 5419702
Early Initiation of Antitumor Necrosis Factor Therapy Reduces Postoperative Recurrence of Crohn's Disease Following Ileocecal Resection
Axelrad, Jordan E; Li, Terry; Bachour, Salam P; Nakamura, Takahiro I; Shah, Ravi; Sachs, Michael C; Chang, Shannon; Hudesman, David P; Holubar, Stefan D; Lightner, Amy L; Barnes, Edward L; Cohen, Benjamin L; Rieder, Florian; Esen, Eren; Remzi, Feza; Regueiro, Miguel; Click, Benjamin
BACKGROUND:Postoperative recurrence (POR) of Crohn's disease (CD) is common after surgical resection. We aimed to compare biologic type and timing for preventing POR in adult CD patients after ileocecal resection (ICR). METHODS:We performed a retrospective cohort study of CD patients who underwent an ICR at 2 medical centers. Recurrence was defined by endoscopy (≥ i2b Rutgeerts score) or radiography (active inflammation in neoterminal ileum) and stratified by type and timing of postoperative prophylactic biologic within 12 weeks following an ICR (none, tumor necrosis factor antagonists [anti-TNF], vedolizumab, and ustekinumab). RESULTS:We identified 1037 patients with CD who underwent an ICR. Of 278 (26%) who received postoperative prophylaxis, 80% were placed on an anti-TNF agent (n = 223) followed by ustekinumab (n = 28, 10%) and vedolizumab (n = 27, 10%). Prophylaxis was initiated in 35% within 4 weeks following an ICR and in 65% within 4 to 12 weeks. After adjusting for factors associated with POR, compared with no biologic prophylaxis, the initiation of an anti-TNF agent within 4 weeks following an ICR was associated with a reduction in POR (adjusted hazard ratio, 0.61; 95% CI, 0.40-0.93). Prophylaxis after 4 weeks following an ICR or with vedolizumab or ustekinumab was not associated with a reduction in POR compared with those who did not receive prophylaxis. CONCLUSION/CONCLUSIONS:Early initiation of an anti-TNF agent within 4 weeks following an ICR was associated with a reduction in POR. Vedolizumab or ustekinumab, at any time following surgery, was not associated with a reduction in POR, although sample size was limited.
PMID: 35905032
ISSN: 1536-4844
CID: 5276992
Long-Term Outcomes of the Excluded Rectum in Crohn's Disease: A Multicenter International Study
Kassim, Gassan; Yzet, Clara; Nair, Nilendra; Debebe, Anketse; Rendon, Alexa; Colombel, Jean-Frédéric; Traboulsi, Cindy; Rubin, David T; Maroli, Annalisa; Coppola, Elisabetta; Carvello, Michele M; Ben David, Nadat; De Lucia, Francesca; Sacchi, Matteo; Danese, Silvio; Spinelli, Antonino; Hirdes, Meike M C; Ten Hove, Joren; Oldenburg, Bas; Cholapranee, Aurada; Riter, Maxine; Lukin, Dana; Scherl, Ellen; Eren, Esen; Sultan, Keith S; Axelrad, Jordan; Sachar, David B
BACKGROUND:Many patients with Crohn's disease (CD) require fecal diversion. To understand the long-term outcomes, we performed a multicenter review of the experience with retained excluded rectums. METHODS:We reviewed the medical records of all CD patients between 1990 and 2014 who had undergone diversionary surgery with retention of the excluded rectum for at least 6 months and who had at least 2 years of postoperative follow-up. RESULTS:From all the CD patients in the institutions' databases, there were 197 who met all our inclusion criteria. A total of 92 (46.7%) of 197 patients ultimately underwent subsequent proctectomy, while 105 (53.3%) still had retained rectums at time of last follow-up. Among these 105 patients with retained rectums, 50 (47.6%) underwent reanastomosis, while the other 55 (52.4%) retained excluded rectums. Of these 55 patients whose rectums remained excluded, 20 (36.4%) were symptom-free, but the other 35 (63.6%) were symptomatic. Among the 50 patients who had been reconnected, 28 (56%) were symptom-free, while 22(44%) were symptomatic. From our entire cohort of 197 cases, 149 (75.6%) either ultimately lost their rectums or remained symptomatic with retained rectums, while only 28 (14.2%) of 197, and only 4 (5.9%) of 66 with initial perianal disease, were able to achieve reanastomosis without further problems. Four patients developed anorectal dysplasia or cancer. CONCLUSIONS:In this multicenter cohort of patients with CD who had fecal diversion, fewer than 15%, and only 6% with perianal disease, achieved reanastomosis without experiencing disease persistence.
PMID: 35522225
ISSN: 1536-4844
CID: 5216462
Biologic Therapy Response Improves Sexual Dysfunction in Patients With Inflammatory Bowel Disease [Meeting Abstract]
Castillo, G; Beaty, W; Ahsan, M; Miller, J; Sultan, K; Friedman, S; Lukin, D; Axelrad, J
Introduction: Patients with IBD have a high degree of sexual dysfunction (SD) which has been correlated with depression, disease activity, and past medication use such as steroids and biologic therapy. We aimed to track SD longitudinally and assess the impact of biologic therapy, using IBD-specific scales.
Method(s): Patients with Crohn's disease (CD) and ulcerative colitis (UC) starting a new biologic therapy (anti-TNF, anti-integrin, anti-IL12/23, JAK inhibitor) were surveyed at start of induction therapy and at 6-months. Surveys included the IBD- FSDS and MSDS, PROMIS Brief Sexual Function and Satisfaction Profile, clinical disease activity indices [Harvey-Bradshaw index (HBI), partial Mayo (pMayo) score] and scales that assessed depression [Patient Health Questionnaire-9 (PHQ-9)], and quality of life [Short IBD Questionnaire (SIBDQ)]. Clinical data included inflammatory markers and prior IBD therapies. Therapy response was defined as a reduction in HBI, pMayo, SCCAI >=3 or total HBI <= 4, pMayo < 2, SCCAI <=2 at 6 months.
Result(s): 158 patients (86 males and 72 females) completed surveys at induction, and 101 completed at 6 months. The median age was 31 years, 58% had CD, 42% had UC, and 32% were non-white. At induction, the median MSDS score was 5.5 out of 40 (IQR 2-13) and FSDS was 12 out of 60 (3-27; Table). SD correlated with the SIBDQ (r=0.56, p< 0.001), and PHQ-9 (r=0.51, p< 0.001). MSDS and FSDS scores strongly correlated with PROMIS scores (r= 0.70, p< 0.001), and moderately correlated with the HBI (r=0.49, p=0.002), pMayo and SCCAI score (0.44, p=0.02). SD did not correlate with markers of inflammation. MSDS scores significantly improved at 6 months among all participants (p= 0.048). FSDS and PROMIS scores numerically improved among all participants, but did not reach significance. Both MSDS and FSDS scores significantly improved among therapy responders (p=0.004 and p= 0.042, respectively) as did PROMIS scores. Both patients with prior biologic use and biologic naive patients experienced improvement in sexual function among therapy responders (p=0.02, 0.04).
Conclusion(s): There was a strong correlation between SD, disease activity, depression, and quality of life indices. Biologic therapy improves sexual function in therapy responders, which is again evidenced in this updated cohort. Despite prior data correlating prior biologic use with SD, our new findings in this longitudinal study show improvement in SD in patients who are both biologic naive and those with prior use. (Table Presented)
EMBASE:641287721
ISSN: 1572-0241
CID: 5514852
Monitoring in Post-Operative Crohn's Disease: Describing Approaches and the Impact of Guidelines [Meeting Abstract]
Li, T; Click, B; Bachour, S; Sachs, M; Axelrad, J
Introduction: Ileocecal resection (ICR) often leads to remission of Crohn's Disease (CD), but relapse is common. Guidelines suggest postoperative biologic prophylaxis in high-risk patients and colonoscopy within 6-12 months of surgery to assess for post-operative recurrence (POR). Guidance on adjunctive disease monitoring modalities such as biomarkers and cross-sectional imaging is lacking. We aimed to describe the real-world surveillance approach for CD patients after ICR in relation to evidence-based guidelines.
Method(s): This was a dual center retrospective study of CD patients who underwent ICR with >=1 year of follow-up. We grouped patients into high- (HR) and low-risk (LR) for POR per guidelines and assessed the use of biomarkers, imaging, and colonoscopy postoperatively. Approaches and recurrence rates in patients who received resection prior to or after 2015, accounting for changing practices with guidelines, were compared. Biomarker, radiographic, and endoscopic POR were defined as high CRP/fecal calprotectin (FC), active inflammation on CT/MRE, and modified Rutgeerts >=i2b, respectively. P-values were calculated using Wilcoxon and Chi squared tests.
Result(s): Of 1026 CD patients who underwent ICR, 798 were HR. For LR patients, median time to first CRP was 244 days (d), FC was 267d, imaging was 579d, and colonoscopy was 392d. For HR patients, median time to first CRP was 183d, FC was 241d, imaging was 460d, and colonoscopy was 352d. 72% of HR patients had at least 1 modality within 1 year compared to 59% of LR. Compared to pre-2015, patients who underwent an ICR in 2015 or later had significantly earlier imaging (543d vs. 379d, p< 0.001) and colonoscopy (404d vs. 292d, p< 0.001). There was no difference in time to first CRP or FC. Timing of ICR was significantly associated with postoperative biologic use and the detection of POR by all methods (p< 0.001).
Conclusion(s): 30% of HR CD patients did not undergo any monitoring within the first year after ICR. Evolving practice patterns suggest earlier disease monitoring with imaging and colonoscopy in more recent years whereas utilization of biomarkers was not changed. These data suggest that while guidelines have changed practice, allowing for the earlier identification of POR and initiation of therapy, many patients remain under-monitored. As earlier monitoring may improve long-term clinical outcomes, additional studies are required to further guide optimal surveillance intervals and use of biomarkers
EMBASE:641287910
ISSN: 1572-0241
CID: 5514792
Level and Change of CRP Are Associated With 30-Day Risk of Colectomy in Patients Hospitalized With Acute Severe Ulcerative Colitis Receiving Infliximab [Meeting Abstract]
Kahan, T F; Hong, S; Holmer, A K; Axelrad, J; Faye, A
Introduction: Infliximab (IFX) has been efficacious in reducing colectomy rates among patients with moderate-to severe ulcerative colitis, but predictors of colectomy within 30 days of IFX among patients with acute severe ulcerative colitis (ASUC) are less established.
Method(s): We performed a single-center retrospective analysis of patients who received at least one dose of IFX while admitted between 2011-2022. We assessed demographic, clinical and laboratory predictors of colectomy within 30 days of first IFX dose. Multivariable and time-to-event analysis using Kaplan-Meier with log-rank statistics were used to assess risk factors for colectomy within 30 days.
Result(s): A majority of the 172 patients hospitalized with ASUC who received IFX received 10 mg/kg (87.79%). Overall, 22/172 patients (12.79%) underwent colectomy within 30 days of first IFX dose. On univariable analysis, age, sex, race, ethnicity, BMI and smoking status were not associated with risk of colectomy. Higher initial CRP was significantly associated with 30-day risk of colectomy (106.17 vs. 65.10 mg/dL among patients who did not undergo colectomy; p< 0.01), as was a decrease of CRP <=50% prior to discharge (p< 0.01). Lower initial albumin [< 3 (36.36%), 3.0-3.5 (40.91%), >3.5 g/dL (22.73%)] was associated with our primary outcome (p=0.046), as was a higher number of bowel movements in a 24-hour period prior to discharge (5.6 vs. 3.9 among patients who did not undergo colectomy; p=0.0256). On multivariable analysis, higher initial CRP (aOR 1.01, 95% CI 1.00 - 1.02), <=50% change in CRP after first dose of IFX (aOR 9.00, 95% CI 2.43 - 33.29) and higher number of bowel movements in a 24-hour period prior to discharge (aOR 1.24, 95% CI 1.01- 1.52) remained significantly associated with risk of colectomy when adjusting for relevant covariables (Table). On Kaplan-Meier analysis, initial CRP >100 mg/ dL, albumin < 3 g/dL and change in CRP <=50% prior to discharge were significantly associated with decreased time to colectomy (Figure).
Conclusion(s): Among patients with ASUC, higher CRP, decrease of CRP <=50% and higher number of bowel movements prior to discharge were associated with increased risk of colectomy within 30-days of receiving IFX. Initial CRP >100 mg/dL, albumin < 3 g/dL and decrease of <=50% in CRP prior to discharge were associated with decreased time to colectomy. These results can identify patients at highest risk and impact clinical decision-making regarding need for and timing of colectomy in patients with ASUC receiving IFX. (Table Presented)
EMBASE:641288090
ISSN: 1572-0241
CID: 5514762
Older Adults Are at Higher Risk for Developing Anti-TNF Antibodies [Meeting Abstract]
Faye, A; Hong, S; Axelrad, J; Katz, S; Hudesman, D; Dervieux, T
Introduction: As the inflammatory bowel disease (IBD) patient population ages, there will be an increasing number of individuals requiring advanced therapies. Although older age is thought to be associated with immunosenescence, there are data suggesting that older adults may be at higher risk for antibody development as the result of biologic use.
Method(s): Using a large commercial laboratory database (Prometheus Laboratories), we extracted infliximab (IFX) dosing as well as antibody to infliximab (ATI) levels for all individuals using this assay from 2015-2021. Our primary outcome was the presence of ATI (titer >3.1 U/mL). Frequencies were recorded as categorical variables with chi-square analysis used, and multivariable logistic regression was employed to assess the impact of IFX dose, age (< 60 years-old v. >=60 years-old), and IBD subtype on the development of ATI.
Result(s): Overall, there were 22,197 unique specimens, with 3,028 (13.6%) having ATI. When stratified by age, individuals >=60 years-old developed ATI 18.1% (473/2,612) of the time as compared to 15.0% (2,555/17,030) for individuals < 60 years of age (p< 0.01, Figure). Among all individuals with IFX dose < 10mg q8 weeks, older adults (>=60 years of age) were more likely to develop ATI as compared to younger adults (22.8% vs. 16.2%, respectively, p< 0.01); however, when IFX dose was >=10mg/kg q8 weeks, age >= 60 years-old was no longer significantly associated with the development of ATI (9.9% if < 60 years-old vs. 10.6% if >=60 years-old) on univariable analysis. Overall, older adults were less likely to receive IFX doses >=10mg/kg q8 weeks (38.4% in older adults vs. 49.7% in younger adults; p< 0.01). On multivariable analysis, age >=60 years-old (adjOR 1.35, 95%CI 1.20-1.51), IFX dose >= 10mg/kg q8 weeks (adjOR 0.53, 95%CI 0.49-0.57) and having ulcerative colitis as compared to Crohn's disease (adjOR 1.44, 95%CI 1.33-1.57) were independently associated with the development of ATI.
Conclusion(s): Older adults with IBD develop ATI more frequently than younger adults when adjusting for IFX dose and IBD subtype. However, when IFX dose >=10mg/kg q8 weeks, ATI was significantly less likely to develop among older adults, and occurred in a similar proportion of younger individuals. Further education is needed, highlighting that older adults with IBD are more likely to develop ATI as compared to younger adults, particularly when using lower doses of IFX, and that higher doses may decrease this likelihood. (Figure Presented)
EMBASE:641286800
ISSN: 1572-0241
CID: 5515012
Obesity Is Associated With an Increased Risk of Colorectal Neoplasia in Patients With Inflammatory Bowel Disease [Meeting Abstract]
Richter, B I; Babbar, S; Kahan, T F; Sasankan, P; Walzer, D; Faye, A; Bhattacharya, S; Axelrad, J
Introduction: Obesity is associated with an increased risk of colorectal neoplasia, but this relationship has not been studied in patients with inflammatory bowel disease (IBD). Both IBD and obesity induce a chronic inflammatory state, so the combination of the two could have an additive or synergistic effect on risk of colorectal neoplasia. Given the increased baseline incidence of dysplasia among IBD patients, identifying modifiable risk factors, such as obesity, could have a significant impact on long term cancer-related outcomes.
Method(s): We performed a retrospective case-control study of IBD colitis patients at an academic IBD Center between January 2006 and February 2022. Demographic and disease-related data, known risk factors for dysplasia, and median BMI during the follow-up period were obtained. Only patients with at least 5 years of colonoscopy reports were included. A case was defined as any patient with biopsy proven dysplasia-indefinite, low-grade, or high-grade-during the study period. A control was defined as any patient with absence of biopsy-proven dysplasia. Obesity was defined as BMI of 30 or greater. Univariate analysis was performed using T-test for continuous variables and chi-square for categorical variables. Multivariate analysis was performed using logistic regression to model dysplasia risk.
Result(s): 106 cases had biopsy-proven colorectal dysplasia (64 IND, 36 LGD, 10 HGD); 125 controls had no dysplasia. Number of colonoscopies (p < 0.001) IBD subtype ulcerative colitis (p = 0.016), maximum histologic severity (p = 0.127), pseudopolyps (p = 0.162), IBD duration (p = 0.098), sex (p = 0.18), age (p < 0.001), smoking history (p = 0.048), prior dysplasia (p < 0.001), and obesity (p < 0.001) were associated with dysplasia on univariate analysis. On multivariable regression, number of colonoscopies (OR 1.26, 95% CI 1.08 - 1.48, p = 0.004), prior dysplasia (OR 3.98, 95% CI 1.23 - 12.86, p = 0.021), and obesity (OR 2.90, 95% CI 1.21 - 6.95, p = 0.017) were each independently associated with increased dysplasia risk. (Figure)
Conclusion(s): Patients with IBD have an increased risk of colorectal neoplasia, but a variety of comorbid states may exacerbate this risk. Notably, we identified obesity as an independent risk factor for dysplasia. Further research is needed to determine whether this risk functions synergistically with IBD or just as an independent risk factor. Furthermore, targeted weight-loss interventions may reduce the incidence of dysplasia among patients with IBD. (Table Presented)
EMBASE:641287371
ISSN: 1572-0241
CID: 5514902
Predicting Post-Operative C. difficile Infection (CDI) With Automated Machine Learning (AutoML) Algorithms Using the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) Database [Meeting Abstract]
Thangirala, A; Li, T; Abaza, E; Aphinyanaphongs, Y; Axelrad, J; Chen, J; Kelleher, A; Oeding, J; Hu, E; Martin, J; Katz, G; Brejt, S; Castillo, G; Ostberg, N; Kan, K
Introduction: Clostridium difficile infection (CDI) is one of the most common hospital-acquired infections leading to prolonged hospitalization and significant morbidity. Only a few prior studies have developed predictive risk models for CDI and all but one have utilized logistic regression (LR) models to identify risk factors. Automated machine learning (AutoML) programs consistently outperform standard LR models in non-medical contexts. This study aims to investigate the utility of AutoML methods in developing a model for post-operative CDI prediction.
Method(s): We used an AutoML system developed by Amazon, Autogluon v0.3.1, to evaluate the prediction accuracy of post-surgical CDI using the 2016-2018 ACS NSQIP database. A total of A total of 3,049,617 patients and 79 pre-operative features were included in the model. Post-operative CDI was defined as CDI within 30 days of surgery. Models were trained for 4 hours to optimize performance on the Brier score, with lower being better. Validation of all performance metrics was done using the 2019 NSQIP database.
Result(s): 0.36% of the patients (n = 11,001) developed post-operative CDI. Brier scores were calculated for each model with the top performing model being an ensembled neural net model having a Brier score of 0.0027 on the test set. The corresponding AUROC and AUC-PR was 0.840 and 0.015 respectively (Figure).
Conclusion(s): The models generated via AutoML to predict post-operative CDI had discriminatory characteristics greater than or equal to those models reported in the literature. Future post-operative CDI models may benefit from automated machine learning techniques
EMBASE:641287886
ISSN: 1572-0241
CID: 5514802