| Literature DB >> 36077797 |
Ameer Farooq1,2, Carl J Brown1,2,3, Eric C Sayre4, Manoj J Raval1,2,3, Jonathan M Loree5,6, Ria Garg7,8, Mary A De Vera3,7,8.
Abstract
BACKGROUND: The increasing risk of young-onset colorectal cancer (yCRC) in adults < 50 years has called for better understanding of patients' pathways to diagnosis. This study evaluated patterns of healthcare utilization before diagnosis of yCRC.Entities:
Keywords: case control study; colorectal cancer; epidemiology; healthcare
Year: 2022 PMID: 36077797 PMCID: PMC9454837 DOI: 10.3390/cancers14174263
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Figure 1Schematic of study design in timing of assessment of patterns and cohort selection of healthcare utilization.
Characteristics of individuals with young-onset colorectal cancer (yCRC; <50 years), average-onset colorectal cancer (aCRC; ≥50 years) and respective cancer-free controls.
| yCRC Cases | Controls | aCRC Cases | Controls A | |
|---|---|---|---|---|
| Age at diagnosis (years, mean ± SD) | 43.0 ± 5.8 | 43.0 ± 5.8 | 69.2 ± 9.8 | 69.2 ± 9.9 |
| Age at diagnosis (groupings) | <30: 91 (3.5%) | <30: 1133 (4.5%) | 50–59: 6010 (18.8%) | 50–59: 56,959 (19.2%) |
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| Female | 1273 (49.6%) | 12,381 (48.6%) | 15,151 (47.3%) | 140,549 (47.3%) |
| Male | 1294 (50.4%) | 13,074 (51.4%) | 16,863 (52.7%) | 156,762 (52.7%) |
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| Quintile 1 | 483 (18.8%) | 5300 (20.8%) | 6981 (21.8%) | 62,612 (21.1%) |
| Quintile 2 | 492 (19.2%) | 5307 (20.9%) | 6399 (20.0%) | 59,850 (20.1%) |
| Quintile 3 | 551 (21.5%) | 5055 (19.9%) | 6360 (19.9%) | 58,072 (19.5%) |
| Quintile 4 | 549 (21.4%) | 5183 (20.4%) | 6127 (19.1%) | 56,952 (19.2%) |
| Quintile 5 | 492 (19.2%) | 4610 (18.1%) | 6147 (19.2%) | 59,825 (20.1%) |
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| Rural | 319 (12.4%) | 2760 (10.8%) | 4708 (14.7%) | 41,373 (13.9%) |
| Urban | 2248 (87.6%) | 22,695 (89.2%) | 27,306 (85.3%) | 255,938 (86.1%) |
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| Hypertension | 235 (9.2%) | 2663 (10.5%) | 12,447 (38.9%) | 109,285 (36.8%) |
| Anxiety | 51 (2.0%) | 656 (2.6%) | 518 (1.6%) | 3863 (1.3%) |
| Depression | 249 (9.7%) | 3421 (13.4%) | 2419 (7.6%) | 20,577 (6.9%) |
| Diabetes | 155 (6.0%) | 1462 (5.7%) | 6310 (19.7%) | 48,965 (16.5%) |
| Dyslipidemia | 73 (2.8%) | 836 (3.3%) | 5391 (16.8%) | 49,169 (16.5%) |
| Inflammatory Bowel Disease | 174 (6.8%) | 217 (0.9%) | 690 (2.2%) | 1555 (0.5%) |
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| Left Colon | 1040 (40.5%) | 13,192 (41.2%) | ||
| Right Colon | 260 (10.1%) | 5088 (15.9%) | ||
| Transverse Colon | 122 (4.8%) | 1854 (5.8%) | ||
| Rectal | 1067 (41.6%) | 10,347 (32.3%) | ||
| Unknown | 78 (3.0%) | 1533 (4.8%) | ||
A Cancer-free controls for individuals with aCRC were not analyzed for study purposes but reporting demographic characteristics for completeness; B Comorbidities defined in the year before index date (for purposes of reporting demographic characteristics.
Healthcare utilization among yCRC cases and cancer-free controls during prediagnosis period (years-5 to -1) and year of diagnosis (year 1).
| Prediagnosis Period | Year of Diagnosis | |||||
|---|---|---|---|---|---|---|
| Year-5 | Year-4 | Year-3 | Year-2 | Year-1 | Year 1 | |
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| yCRC (median) | 3 | 3 | 4 | 4 | 8 | 25 |
| yCRC (mean) | 5.80 ± 8.06 | 5.85 ± 8.29 | 6.08 ± 9.01 | 6.23 ± 9.26 | 10.80 ± 10.16 | 29.41 ± 21.21 |
| Control (median) | 4 | 4 | 4 | 5 | 6 | 7 |
| Control (mean) | 6.72 ± 9.70 | 6.99 ± 10.21 | 7.28 ± 10.65 | 7.76 ± 11.44 | 9.64 ± 12.99 | 11.0 ± 14.87 |
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| yCRC (median) | 0 | 0 | 0 | 0 | 0 | 3 |
| yCRC (mean) | 0.13 ± 0.44 | 0.14 ± 0.49 | 0.15 ± 0.52 | 0.15 ± 0.54 | 0.60 ± 0.88 | 2.95 ± 1.89 |
| Control (median) | 0 | 0 | 0 | 0 | 0 | 0 |
| Control (mean) | 0.13 ± 0.49 | 0.14 ± 0.49 | 0.14 ± 0.49 | 0.14 ± 0.51 | 0.20 ± 0.67 | 0.25 ± 0.70 |
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| yCRC (median) | 0 | 0 | 0 | 0 | 0 | 0 |
| yCRC (mean) | 0.0051 ± 0.098 | 0.022 ± 0.44 | 0.035 ± 0.44 | 0.051 ± 0.37 | 0.21 ± 0.73 | 0.48 ± 1.42 |
| Control (median) | 0 | 0 | 0 | 0 | 0 | 0 |
| Control (mean) | 0.0044 ± 0.081 | 0.024 ± 0.37 | 0.043 ± 0.48 | 0.067 ± 0.56 | 0.12 ± 0.75 | 0.15 ± 0.90 |
Multivariable Poisson regression models showing association between diagnosis of yCRC and outpatient visits during prediagnosis period (years-5 to -1) and year of diagnosis (year 1).
| Count Ratio (95% Confidence Interval) | ||||||
|---|---|---|---|---|---|---|
| Prediagnosis Period | Year of Diagnosis | |||||
| Year-5 | Year-4 | Year-3 | Year-2 | Year-1 | Year 1 | |
| yCRC (ref: no yCRC) | 0.86 (0.82 to 0.90) | 0.84 (0.80 to 0.88) | 0.83 (0.80 to 0.87) | 0.81 (0.77 to 0.84) | 1.11 (1.07 to 1.15) | 2.42 (2.35 to 2.49) |
| Age A | 0.99 (0.98 to 0.99) | 0.98 (0.98 to 0.99) | 0.98 (0.98 to 0.99) | 0.98 (0.98 to 0.98) | 0.98 (0.98 to 0.98) | 0.99 (0.99 to 0.99) |
| Female (ref: male) | 1.35 (1.31 to 1.38) | 1.32 (1.29 to 1.35) | 1.27 (1.24 to 1.30) | 1.20 (1.18 to 1.24) | 1.11 (1.08 to 1.13) | 1.04 (1.02 to 1.13) |
| Neighbourhood income | ||||||
| Quintile 1 (ref: Quintile 5) | 1.28 (1.23 to 1.34) | 1.25 (1.20 to 1.30) | 1.30 (1.25 to 1.35) | 1.36 (1.30 to 1.41) | 1.31 (1.27 to 1.36) | 1.31 (1.27 to 1.35) |
| Quintile 2 (ref: Quintile 5) | 1.13 (1.08 to 1.18) | 1.14 (1.09 to 1.19) | 1.11 (1.07 to 1.16) | 1.20 (1.15 to 1.25) | 1.16 (1.11 to 1.20) | 1.13 (1.09 to 1.17) |
| Quintile 3 (ref: Quintile 5) | 1.13 (1.08 to 1.17) | 1.10 (1.06 to 1.15) | 1.06 (1.02 to 1.11) | 1.11 (1.07 to 1.16) | 1.11 (1.07 to 1.15) | 1.10 (1.06 to 1.14) |
| Quintile 4 (ref: Quintile 5) | 1.07 (1.02 to 1.12) | 1.02 (0.98 to 1.07) | 1.03 (0.99 to 1.08) | 1.06 (1.01 to 1.10) | 1.03 (0.99 to 1.07) | 1.02 (0.98 to 1.05) |
| Rural residence (ref: urban) | 0.84 (0.80 to 0.87) | 0.85 (0.82 to 0.89) | 0.87 (0.83 to 0.90) | 0.86 (0.82 to 0.89) | 0.88 (0.85 to 0.91) | 0.89 (0.86 to 0.92) |
| Comorbidities | ||||||
| Hypertension (ref: no) | 1.48 (1.40 to 1.56) | 1.51 (1.44 to 1.58) | 1.47 (1.41 to 1.54) | 1.39 (1.33 to 1.45) | 1.32 (1.27 to 1.37) | 1.24 (1.20 to 1.28) |
| Anxiety (ref: no) | 1.48 (1.37 to 1.60) | 1.57 (1.47 to 1.68) | 1.64 (1.52 to 1.75) | 1.55 (1.45 to 1.66) | 1.45 (1.37 to 1.54) | 1.42 (1.35 to 1.50) |
| Depression (ref: no) | 2.08 (2.01 to 2.15) | 1.98 (1.92 to 2.04) | 1.99 (1.93 to 2.05) | 2.05 (1.99 to 2.11) | 1.83 (1.78 to 1.88) | 1.72 (1.67 to 1.76) |
| Diabetes (ref: no) | 1.60 (1.50 to 1.71) | 1.55 (1.46 to 1.65) | 1.55 (1.47 to 1.64) | 1.45 (1.37 to 1.53) | 1.45 (1.39 to 1.52) | 1.39 (1.33 to 1.44) |
| Dyslipidemia (ref: no) | 1.32 (1.20 to 1.45) | 1.46 (1.35 to 1.58) | 1.42 (1.32 to 1.53) | 1.39 (1.30 to 1.49) | 1.16 (1.09 to 1.24) | 1.12 (1.06 to 1.18) |
| IBD (ref: no) | 1.83 (1.64 to 2.03) | 1.86 (1.68 to 2.06) | 1.98 (1.79 to 2.19) | 1.84 (1.66 to 2.04) | 1.74 (1.59 to 1.90) | 1.32 (1.24 to 1.41) |
| Charlson comorbidity score A,B | 1.24 (1.21 to 1.28) | 1.29 (1.26 to 1.32) | 1.32 (1.29 to 1.35) | 1.30 (1.28 to 1.33) | 1.28 (1.26 to 1.30) | 1.06 (1.05 to 1.07) |
A Modelled as continuous variable. B Comorbidities defined in the preceding year for each prediagnosis year modelled.
Figure 2Patterns of healthcare utilization in terms of (A) outpatient visits and (B) hospitalizations for individuals with young-onset CRC and cancer-free controls (y-axis denotes number of visits and x-axis denotes months, with month 0 indicating ‘index date’).
Most frequent presenting complaints * for outpatient visits during prediagnosis year-1 for yCRC and aCRC cases.
| yCRC | aCRC | ||||
|---|---|---|---|---|---|
|
| % |
| % | ||
| Unrelated visits (1) | 6536 | 48.1 | 147,682 | 61.4 | <0.001 |
| Potentially related visits (2) | 4769 | 35.1 | 70,119 | 29.2 | <0.001 |
| Potentially red flag visits (3) | 2293 | 16.9 | 22,587 | 9.4 | <0.001 |
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| Nausea & vomiting | 2029 | 14.9 | 24,177 | 10.1 | <0.001 |
| Abdominal pain | 914 | 6.7 | 7138 | 3.0 | <0.001 |
| “Other disorders of intestine” OR | 742 | 5.5 | 15,946 | 6.6 | <0.001 |
| Hemorrhoid | 438 | 3.2 | 3397 | 1.4 | <0.001 |
| Anemia | 304 | 2.2 | 4977 | 2.1 | 0.19 |
| Rectal bleeding | 241 | 1.8 | <0.001 | ||
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* Recorded ICD9 codes in the MSP database were used to identify reasons for visits (‘complaints’). All percentages are out of entire subset of presenting complaints for the respective age cohort. These were then mapped as: (1) unrelated visits for symptoms that may not be connected to a diagnosis of CRC; (2) potentially related visits for symptoms that may be connected to a diagnosis of CRC (nausea & vomiting, other abdominal or pelvic symptoms); (3) potentially red flag visits which include a diagnosis of a malignancy, abdominal pain, gastrointestinal hemorrhage, or iron deficiency anemia, consistent with NICE guidelines. Please refer to Supplementary Table S2 for ICD9 codes and descriptions.