ICD-9 codes and surveillance for Clostridium difficile-associated disease.We conducted a retrospective cohort study A cohort study is a form of longitudinal study used in medicine and social science. It is one type of study design. In medicine, it is usually undertaken to obtain evidence to try to refute the existence of a suspected association between cause and disease; failure to refute to compare Clostridium clostridium Any of the rod-shaped, usually gram-positive bacteria (see gram stain) that make up the genus Clostridium. They are found in soil, water, and the intestinal tracts of humans and other animals. Some species grow only in the complete absence of oxygen. difficile-associated disease rates determined by C. difficile-toxin assays and International Classification of Diseases, 9th Revision (ICD-9) codes. The correlation between toxin assay results and ICD-9 codes The following is a list of codes for International Statistical Classification of Diseases and Related Health Problems. These codes are in the public domain. ********** Clostridium difficile-associated disease (CDAD CDAD Clostridium Difficile-Associated Diarrhea CDAD Component Data Administrator ) is the most common infectious cause of healthcare-associated diarrhea (1). Recent studies suggest both the incidence and severity of CDAD may be increasing (2-9), but no national surveillance system exists to track CDAD rates. Some studies have used International Classification of Diseases, 9th Revision (ICD-9) codes of hospital discharges to study CDAD rates (4,10,11). The validity of this method has not been studied. We compared CDAD rates determined by ICD-9 codes to rates determined by C. difficile-toxin assays at a tertiary-care hospital to determine the sensitivity and specificity of ICD-9 code-based CDAD surveillance. The Study Data were collected electronically on a retrospective cohort of patients admitted to Barnes-Jewish Hospital
`ĭs), city (1990 pop. 396,685), independent and in no county, E Mo., on the Mississippi River below the mouth of the Missouri; inc. as a city 1822. St. from January
1, 2003, through December 31, 2003. Patients who had only 1 admission of
<48 hours and neonates were excluded. Electronic charts were reviewed
for patients who had a positive C. difficile-toxin assay or the ICD-9
code indicating C. difficile-associated disease (008.45) (Appendix).A case of CDAD was defined as a patient with a positive C. difficile-toxin assay (Tech Laboratory C. difficile tox A/B A/B Airborne A/B Afterburner (jet engines) A/B Air Blast A/B Answerback A/B Auto-brake A/B Air Bus A/B Afterburning II toxin assay [Tech Laboratory, Blacksburg, VA, USA]) or pseudomembranes seen on colonoscopy. Because the hospital laboratory performs a C. difficile-toxin assay only on unformed stool samples and stool toxin testing is ordered based on clinical suspicion clinical suspicion A working hypothesis about a Pt's diagnosis, which is then tested with appropriately targeted tests to arrive at a definitive diagnosis; a CS is based on a constellation of findings in a Pt that suggests to the physician a limited palette of of CDAD, all patients with a positive toxin assay were considered CDAD case-patients. Data were analyzed with SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance. 12.0 for Windows (SPSS, Inc., Chicago, IL, USA). Statistical analyses included [kappa], [chi square chi square (kī), n a nonparametric statistic used with discrete data in the form of frequency count (nominal data) or percentages or proportions that can be reduced to frequencies. ], and Mann-Whitney U tests Mann-Whitney U test, n.pr See test, Mann-Whitney U. . A 2-sided p value of 0.05 was considered significant. This study was approved by the Washington University Washington University, at St. Louis, Mo.; coeducational; est. as Eliot Seminary 1853, opened 1854, renamed 1857. It has a well-known medical school and school of social work as well as research centers for radiology, space studies, engineering computing, and the Human Studies Committee. A total of 45,486 admissions among 28,417 unique patients were included in the analysis (Figure 1). A C. difficile-toxin assay was ordered during hospitalization for 3,630 (8%) of these admissions. Toxin assays were positive (CDTA CDTA Continental Divide Trail Alliance CDTA Capital District Transportation Authority (Albany/Schenectady/Troy Area, NY) CDTA Canadian Dance Teachers' Association CDTA Centre de Developpement des Technologies Avancees +) in 662 (18%) admissions. The C. difficile ICD-9 code was assigned to 745 admissions (ICD ICD International Classification of Diseases (of the World Health Organization); intrauterine contraceptive device. ICD abbr. 9+). The breakdown of admissions, according to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. toxin assay and ICD-9 status, was as follows: 506 had both a positive toxin assay and received the ICD-9 code (concordant; CDTA+/ICD9+), 156 had a positive toxin assay but no ICD-9 code (CDTA+/ICD9-), and 239 received the ICD-9 code but did not have a positive toxin assay (CDTA-/ICD9+) (Figure 1). The concordance concordance /con·cor·dance/ (-kord´ins) in genetics, the occurrence of a given trait in both members of a twin pair.concor´dant con·cor·dance n. between toxin assays and ICD-9 codes was good ([kappa] = 0.72, p<0.01). The overall mean CDAD rate by ICD-9 codes (16.4/1,000 admissions) was significantly higher then the mean rate by toxin assays (14.6/1,000 admissions) (Figure 2; rate ratio [RR] 1.13, 95% confidence interval confidence interval, n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%. [CI] 1.01-1.25). [FIGURES 1-2 OMITTED] The median number of days from admission to stool collection was greater in admissions with a positive toxin assay but no ICD-9 code (CDTA+/ICD9-) than in concordant (CDTA+/ICD9+) admissions (6.0 days vs 3.0 days, p<0.01) (Table 1). The first positive stool sample was collected within 48 hours of discharge for 68 (44%) of admissions with a positive toxin assay only (CDTA+/ICD9-) admissions, compared with 72 (14%) of concordant (CDTA+/ICD9+) admissions (p<0.01). Upon chart review, documentation of a previous history of CDAD was evident in 142 (59%) of the ICD-9 code only (CDTA-/ICD9+) admissions. A C. difficile-toxin assay had been ordered in 137 (57%) of all ICD-9 code only (CDTA-/ICD9+) admissions. One-hundred thirty (54%) had at least 1 stool negative for C. difficile toxin. Overall, 92% of patients with positive toxin assay (CDTA+) and 90% of patients with ICD-9 code only (CDTA-/ICD9+) received antimicrobial drug treatment for CDAD (Table 2). Metronidazole metronidazole /met·ro·ni·da·zole/ (-ni´dah-zol) an antiprotozoal and antibacterial effective against obligate anaerobes; used as the base or the hydrochloride salt. It is also used as a topical treatment for rosacea. was prescribed in 187 (78%) of the ICD-9 code only (CDTA-/ICD9+) admissions, compared with 591 (89%) of patients with a positive toxin assay (CDTA+) (p<0.01). For 75 (31%) of the ICD9 code only (CDTA-/ICD9+) admissions, oral vancomycin vancomycin (văn'kōmī`sĭn), antibiotic resembling penicillin in the way it acts. It is derived from the bacterium Streptomyces orientalis, which was isolated from soil of India and Indonesia. was prescribed, compared with 130 (20%) of patients with a positive toxin assay (CDTA+) (p<0.01). Thirty-four cases of CDAD were missed by C. difficile-toxin assay results and subsequently identified through chart review (3 missed positive toxins, 26 CDAD patients transferred from other facilities, 3 positive outpatient toxin assays, and 2 diagnosed by colonoscopy), which brought the total number of cases with positive CDAD diagnostics to 696. ICD-9 codes correctly identified 540 of these cases and correctly classified 44,741 admissions as non-CDAD admissions (sensitivity 78%, specificity 99.7%). When the CDAD rate by toxin assays was adjusted for the additional cases, the adjusted CDAD rate was 15.3/1,000 admissions. This rate was not significantly different from the unadjusted CDAD rate by toxin assay results (RR 0.95, 95% CI 0.86-1.06) or the rate by ICD-9 codes alone (RR 1.07, 95% CI 0.97-1.19). Conclusions Overall, there was good correlation between C. difficile-toxin assay results and ICD-9 codes. Initially, the CDAD rate by ICD-9 codes appeared higher than the rate by toxin assays. However, once the additional CDAD cases identified through chart review were added, this difference was not significant. Admissions with only a positive C. difficile-toxin assay and no C. difficile ICD-9 code (CDTA+/ICD9-) were more likely than concordant (CDTA+/ICD9+) admissions to have their first positive toxin assay within 48 hours of discharge. For these admissions, toxin assay results may not yet have been back at the time of discharge or CDAD may not have been considered a primary diagnosis by the physician and therefore not captured by the medical coders. Antimicrobial drug treatment patterns suggest ICD-9 code only (CDTA-/ICD9+) admissions were patients who were more likely to have a history of CDAD. Metronidazole is first-line therapy for CDAD at our institution. Oral vancomycin is reserved for recurrent or severe cases. The observation that more ICD-9 code only (CDTA-/ICD9+) patients received oral vancomycin indicates that recurrent CDAD may have been suspected in these patients. In these patients, CDAD appears to have been diagnosed on the basis of the patient's history and symptoms instead of by a positive C. difficile-toxin assay. This pattern has been previously reported (12). True CDAD cases may have been misclassified among the controls. A patient who did not have a positive C. difficile-toxin assay, who was not assigned the CDAD ICD-9 code, and whose diagnosis was made by colonoscopy would have been missed. However, misclassification is unlikely for two reasons. First, after charts were reviewed, only 2 additional patients were identified whose diagnosis was made by colonoscopy alone. Second, the detection of CDAD cases transferred from other institutions indicates that CDAD cases diagnosed by methods other than the toxin assays are being captured by ICD-9 codes. sUse of ICD-9 codes to study CDAD rates has advantages and disadvantages. ICD-9 codes are readily available from billing databases. In the absence of a national surveillance system for CDAD, ICD-9 codes provide a standard method for determining CDAD rates that can be used at all types of hospitals. However, because ICD-9 codes are assigned at discharge and not on the date of diagnosis, determining which cases are hospital acquired and which are community acquired is difficult. Also, ICD-9 codes are assigned by medical coders, who may not be able to accurately identify a patient's principal diagnoses as well as a physician or medical professional. Despite these limitations, ICD-9 codes can likely be used to identify CDAD cases and track CDAD rates when C. difficile-toxin assay results are not available. Appendix Details on ICD-9 Codes The International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9) code used in this study was 008.45, "intestinal infection due to Clostridium difficile Clostridium difficile A common cause of bacterial colitis; it is the causative agent in 99% of pseudomembranous colitis, and 20-30% of antibiotic-associated diarrhea ," and is the only ICD-9 code related to CDAD. To apply this code, medical coders must have documentation in a patient's medical record by the treating medical providers that a patient's gastroenteritis gastroenteritis: see enteritis. gastroenteritis Acute infectious syndrome of the stomach lining and intestines. Symptoms include diarrhea, vomiting, and abdominal cramps. or colitis is due to C. difficile. Positive laboratory tests alone are not sufficient to warrant application of the code. At our institution, ICD-9 coding occurs, on average, 5-7 days after a patient is discharged from the hospital. The ICD-9 system of classifying hospital discharge diagnoses is used throughout the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. . The definition for the code 008.45 is consistent between hospitals, although individual coding practices may vary. Although ICD-9 codes have limitations, they are readily available from administrative databases and have been used frequently to identify diagnoses and classify comorbidities (1). A move to the International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10) system is anticipated for US hospitals but the exact time of this transition is not yet known. The ICD-10 system does include a code for CDAD (A04.7, Enterocolitis enterocolitis /en·tero·co·li·tis/ (-ko-li´tis) inflammation of the small intestine and colon. antibiotic-associated enterocolitis due to C. difficile), so the ICD-based system presented here could be modified to be used with the updated coding system Noun 1. coding system - a system of signals used to represent letters or numbers in transmitting messages code - a coding system used for transmitting messages requiring brevity or secrecy . Appendix Reference (1.) Klabunde CN, Warren JL, Legler JM. Assessing comorbidity using claims data: an overview. Med Care. 2002;40(8 Suppl):IV-25-s35. Acknowledgments We thank Margaret Olsen for statistical advice and Cherie Hill for technical assistance. This work was supported by grants from the Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center. (UR8/CCU715087-06/1, 1U01C1000333-01) and the National Institutes of Health (1K24AI06779401). Preliminary data were presented in part at the 15th Annual Scientific Meeting of the Society for Healthcare Epidemiology of America, Los Angeles Los Angeles (lôs ăn`jələs, lŏs, ăn`jəlēz'), city (1990 pop. 3,485,398), seat of Los Angeles co., S Calif.; inc. 1850. , California, USA, April 9-12, 2005. References (1.) Johnson S, Gerding DN. Clostridium difficile associated diarrhea. Clin Infect Dis. 1998;26:1027-34. (2.) Archibald LK, Banerjee SN, Jarvis WR. Secular trends in hospital-acquired Clostridium difficile disease in the United States, 1987-2001. J Infect Dis. 2004;189:1585-9. (3.) Dallal RM, Harbrecht BG, Boujoukas AJ, Sirio CA, Farkas LM, Lee KK, et al. Fulminant Clostridium difficile: an underappreciated and increasing cause of death and complications. Ann Surg. 2002;235:363-72. (4.) McDonald LC, Owings M, Jernigan DB. Clostridium difficile infection in patients discharged from US short-stay hospitals, 1996-2003. Emerg Infect Dis. 2006; 12:409-15. (5.) Morris AM, Jobe BA, Stoney ston·ey adj. Variant of stony. M, Sheppard BC, Deveney CW, Deveney KE. Clostridium difficile colitis Clostridium difficile colitis Infectious disease Colonic infection by C difficile Clinical Some are asymptomic and become C difficile carriers; more commonly, diarrhea, abdominal pain, colitis, fever, vomiting dehydration; if severe, pseudomembranous : an increasingly aggressive iatrogenic iatrogenic /iat·ro·gen·ic/ (i-a´tro-jen´ik) resulting from the activity of physicians; said of any adverse condition in a patient resulting from treatment by a physician or surgeon. disease? Arch Surg. 2002; 137:1096-100. (6.) Pepin J, Valiquette L, Alary a·la·ry adj. Variant of alar. Adj. 1. alary - having or resembling wings aliform, wing-shaped, alar biological science, biology - the science that studies living organisms ME, Villemure P, Pelletier A, Forget K, et al. Clostridium difficile-associated diarrhea in a region of Quebec from 1991 to 2003: a changing pattern of disease severity. CMAJ CMAJ Canadian Medical Association Journal . 2004;171:466-72. (7.) Pepin J, Alary ME, Valiquette L, Raiche E, Ruel J, Fulop K, et al. Increasing risk of relapse after treatment of Clostridium difficile colitis in Quebec, Canada. Clin Infect Dis. 2005;40:1591-7. (8.) Rubin MS, Bodenstein LE, Kent KC. Severe Clostridium difficile colitis. Dis Colon Rectum. 1995;38:350-4. (9.) Siemann M, Koch-Dorfler M, Rabenhorst G. Clostridium difficile associated diseases. The clinical courses of 18 fatal cases. Intensive Care Med. 2000;26:416-21. (10.) Frost F, Craun GF, Calderon RL. Increasing hospitalization and death possibly due to Clostridium difficile diarrheal disease. Emerg Infect Dis. 1998;4:619-25. (11.) Peterson CA, Calderon RL. Trends in enteric enteric /en·ter·ic/ (en-ter´ik) within or pertaining to the small intestine. en·ter·ic adj. 1. Of, relating to, or within the intestine. 2. disease as a cause of death in the United States, 1989-1996. Am J Epidemiol. 2003;157:58-65. (12.) McFarland LV, Surawicz CM, Rubin MS, Fekety R, Elmer GW, Grover H, et al. Recurrent Clostridium difficile disease: epidemiology and clinical characteristics. Infect Control Hosp Epidemiol. 1999;20:43-9. Address for correspondence: Erik R. Dubberke, Campus Box 8051, 660 S Euclid, Saint Louis, MO 63110, USA; email: edubberk@im.wustl.edu Erik R. Dubberke, * Kimberly A. Reske, * L. Clifford McDonald, ([dagger]) and Victoria J. Fraser * ([double dagger double dagger n. A reference mark ( ) used in printing and writing. Also called diesis.Noun 1. ]) * Washington University in St. Louis-School of Medicine, Saint Louis, Missouri, USA; ([dagger]) Centers for Disease Control and Prevention, Atlanta, Georgia, USA; and ([double dagger]) Barnes-Jewish Hospital, Saint Louis, Missouri, USA Dr Dubberke is a clinical instructor of medicine in the Division of Infectious Diseases, Department of Medicine, at Washington University School of Medicine Washington University School of Medicine, located in St. Louis, Missouri, is one of the most competitive and highly regarded medical schools and biomedical research institutes in the United States. . His research interests include C. difficile-associated disease, hospital epidemiology, and infections in transplant recipients.
Table 1. Demographic characteristics of study population by Clostridium
difficile--toxin assay (CDTA) and ICD-9 status *
Controls, CDTA+/ICD-9-,
Characteristic n = 44,585 (%) n = 156 (%)
Age (median y) 55 64
Length of hospitalization (median d) 4 13
Female 25,869 (58) 68 (44)
White 28,071 (63) 110 (71)
Time from admission to stool NA 6.0
collection (median d)
First positive stool collected NA 68 (44)
within 48 h of discharge
CDTA+/ICD-9+, CDTA-/ICU-9+,
Characteristic n = 506 (%) n = 239 (%)
Age (median y) 67 66
Length of hospitalization (median d) 12 6
Female 267 (53) 158 (66)
White 347 (69) 170 (71)
Time from admission to stool 3.0 NA
collection (median d)
First positive stool collected 72 (14) NA
within 48 h of discharge
* NA, not available.
Table 2. Comparison of antimicrobial treatment for Clostridium
difficile-associated disease among patient admissions with a positive
C. difficile-toxin assay (CDTA+) and patients without a positive
toxine assay but with ICD-9 code for C. difficile disease
(CDTA-/ICD9+)(categories not mutually exclusive)
Treatment CDTA+, n = 662 (%) CDTA-/ICD9+, n= 239 (%)
Any treatment for CDAD 607 (92) 214 (90)
Metronidazole 591 (89) 187 (78)
Oral vancomycin 130 (20) 75 (31)
Oral vancomycin and
metronidazole 114 (17) 48 (20)
Treatment Odds ratio p value
Any treatment for CDAD 0.78 0.35
Metronidazole 0.43 <0.01
Oral vancomycin 1.87 <0.01
Oral vancomycin and
metronidazole 1.21 0.32
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`ĭs)
) used in printing and writing. Also called diesis.
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