| Literature DB >> 32884337 |
Jingyi Dai1,2, Jun Zhao3, Yingrong Du1, Lin Zhuang1, Edward B McNeil2, Virasakdi Chongsuvivatwong2.
Abstract
BACKGROUND: Data concerning adherence to hepatocellular carcinoma (HCC) surveillance among chronic liver disease (CLD) patients at high risk of developing HCC in China are limited. We aimed to examine the relationship between HCC-related knowledge dimensions and adherence to HCC surveillance procedures among chronic liver disease patients at high risk of developing HCC and to identify potential barriers.Entities:
Keywords: HCC surveillance; adherence; barriers; knowledge
Year: 2020 PMID: 32884337 PMCID: PMC7434375 DOI: 10.2147/CMAR.S259195
Source DB: PubMed Journal: Cancer Manag Res ISSN: 1179-1322 Impact factor: 3.989
Figure 1Model of patient behavior for HCC surveillance.
Distribution of Knowledge Questions and Their Association with Factor Loadings from Factor Analysis
| Question | Percentage of Distribution (%) | Factor Loading | ||||
|---|---|---|---|---|---|---|
| Aware | Uncertain | Unaware | Surveillance | Lifestyle | Prognosis | |
| Q1 Patients with cirrhosis are at high risk for developing HCC | 48.3 | 22.3 | 29.4 | 0.332 | 0.568 | 0.206 |
| Q2 Eating a healthy diet does not sufficiently lower the all of HCC risk | 28.1 | 41.9 | 30.0 | 0.130 | 0.544 | 0.280 |
| Q3 Eating a healthy diet can not preclude a need for surveillance | 46.2 | 22.0 | 31.8 | 0.337 | 0.741 | 0.152 |
| Q4 Lack of abdominal pain does not preclude need for HCC surveillance | 31.5 | 30.9 | 37.6 | 0.406 | 0.630 | 0.101 |
| Q5 Patients with two consecutive normal surveillance ultrasound exams require continued HCC surveillance | 33.3 | 31.8 | 34.9 | 0.656 | 0.380 | 0.220 |
| Q6 Normal physical exam and labs does not preclude need for HCC surveillance | 36.4 | 28.4 | 35.2 | 0.750 | 0.336 | 0.138 |
| Q7 Ultrasound is the primary recommended modality for HCC surveillance | 29.7 | 35.5 | 34.9 | 0.498 | 0.148 | 0.338 |
| Q8 Patients with cirrhosis should have HCC surveillance performed at least once per half-year | 37.3 | 27.8 | 34.9 | 0.622 | 0.329 | 0.162 |
| Q9 Surveillance does not prevent development of HCC | 42.2 | 26.6 | 31.2 | 0.408 | 0.365 | 0.542 |
| Q10 Surveillance does not preclude diagnosis with advanced HCC | 31.8 | 35.5 | 32.7 | 0.513 | 0.347 | 0.449 |
| Q11 HCC can be cured if diagnosed at an early stage | 27.8 | 41.6 | 30.6 | 0.338 | 0.156 | 0.413 |
| Q12 Patients with HCC will die without cancer treatment | 66.4 | 17.4 | 16.2 | 0.057 | 0.050 | 0.589 |
| Q13 HCC does not spontaneously resolve without cancer treatment | 55.0 | 20.5 | 24.5 | 0.213 | 0.283 | 0.684 |
Abbreviation: HCC, hepatocellular carcinoma.
Patient’s Adherence to HCC Surveillance by Clinical and Social Characteristics (N = 327)
| Variables | n (%) | HCC Surveillance Tests (AFP & B-Scan Ultrasound) | P value | ||
|---|---|---|---|---|---|
| Neither (242) | Partial (24) | Both (61) | |||
| Sex | 0.037 | ||||
| Female | 115 (35.2) | 89 (36.8) | 12 (50.0) | 14 (22.9) | |
| Male | 212 (64.8) | 153 (63.2) | 12 (50.0) | 47 (77.1) | |
| Age group (years) | 0.261 | ||||
| <40 | 98 (30.0) | 80 (33.1) | 4 (16.7) | 14 (23.0) | |
| 40–59 | 180 (55.0) | 127 (52.5) | 17 (70.8) | 36 (59.0) | |
| ≥60 | 49 (15.0) | 35 (14.5) | 3 (12.5) | 11 (18.0) | |
| Ethnicity | 0.713 | ||||
| Han | 274 (83.8) | 205 (84.7) | 19 (79.2) | 50 (82.0) | |
| Minority | 53 (16.2) | 37 (15.3) | 5 (20.8) | 11 (18.0) | |
| Marital status | 0.597 | ||||
| Unmarried | 36 (11.0) | 29 (12.0) | 3 (12.5) | 4 (6.6) | |
| Married | 283 (86.5) | 207 (85.5) | 20 (83.3) | 56 (91.8) | |
| Divorced/Widowed | 8 (2.4) | 6 (2.5) | 1 (4.2) | 1 (1.6) | |
| Occupation | 0.348 | ||||
| Farmer | 126 (38.5) | 99 (38.8) | 11 (45.8) | 21 (34.4) | |
| Laborer | 50 (15.3) | 44 (18.2) | 0 (0.0) | 6 (9.8) | |
| Manager | 29 (8.9) | 18 (7.4) | 2 (8.3) | 9 (14.8) | |
| Professional | 32 (9.8) | 20 (8.3) | 3 (12.5) | 9 (14.8) | |
| Student | 11 (3.4) | 7 (2.9) | 1 (4.2) | 3 (4.9) | |
| Retired | 21 (6.4) | 15 (6.2) | 2 (8.3) | 4 (6.6) | |
| Others | 58 (17.7) | 24 (18.2) | 5 (20.8) | 9 (14.8) | |
| Educational level | 0.091 | ||||
| Illiterate | 24 (7.3) | 22 (9.1) | 1 (4.2) | 1 (1.6) | |
| Primary school | 68 (20.8) | 55 (22.7) | 4 (16.7) | 9 (14.8) | |
| Middle school | 118 (36.1) | 89 (36.8) | 8 (33.3) | 21 (34.4) | |
| High school and above | 117 (35.8) | 76 (31.4) | 11 (45.8) | 30 (49.2) | |
| Personal monthly income | 0.406 | ||||
| <800 | 86 (26.3) | 66 (27.3) | 8 (33.3) | 12 (19.7) | |
| 800–3000 | 91 (27.8) | 70 (28.9) | 7 (29.2) | 14 (23.0) | |
| 3000–6000 | 109 (33.3) | 80 (33.1) | 6 (25.0) | 23 (37.7) | |
| >6000 | 41 (12.5) | 26 (10.7) | 3 (12.5) | 12 (19.7) | |
| Type of insurance | 0.089 | ||||
| No insurance | 14 (4.3) | 13 (5.4) | 0 (0.0) | 1 (1.6) | |
| NRCMS | 166 (50.8) | 129 (53.3) | 13 (54.2) | 24 (39.4) | |
| URBMI | 64 (19.6) | 45 (18.6) | 7 (29.2) | 12 (19.7) | |
| UEBMI | 83 (25.4) | 55 (22.7) | 4 (16.7) | 24 (39.3) | |
| Cause of disease | 0.869 | ||||
| HBV | 220 (67.3) | 162 (66.9) | 18 (75.0) | 40 (65.6) | |
| HCV | 52 (15.9) | 38 (15.7) | 4 (16.7) | 10 (16.4) | |
| Others | 55 (16.8) | 42 (17.4) | 2 (8.3) | 11 (18.0) | |
| MELD | 0.927 | ||||
| <14 | 275 (84.1) | 203 (83.9) | 22 (91.7) | 50 (82.0) | |
| 14–22 | 41 (12.5) | 30 (12.4) | 2 (8.3) | 9 (14.8) | |
| >22 | 11 (3.4) | 9 (3.7) | 0 (0.0) | 2 (3.3) | |
| Surveillance | < 0.001 | ||||
| Median (IQR) | −0.01 (−0.73, 0.80) | −0.19 (−0.80, 0.44) | 0.23 (0.04, 0.66) | 0.87 (0.01, 1.04) | |
| Lifestyle | < 0.001 | ||||
| Median (IQR) | 0.06 (−0.82, 0.75) | −0.07 (−0.93, 0.64) | 0.36 (−0.94, 0.84) | 0.57 (0.13, 0.84) | |
| Prognosis | 0.140 | ||||
| Median (IQR) | 0.10 (−0.56, 0.65) | 0.05 (−0.70, 0.60) | 0.19 (−0.54, 0.58) | 0.42 (−0.35, 0.74) | |
Abbreviations: HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; IQR, inter-quartile range.
Ordinal Logistic Regression of Clinical and Social Factors Predicting Patient’s Adherence to HCC Surveillance (N = 327)
| Variables | OR | 95% CI | P-value (Wald’s Test) | P-value (LR-Test) |
|---|---|---|---|---|
| Sex: Male vs Female | 1.45 | (0.79, 2.72) | 0.118 | 0.233 |
| Age group (years): ref.= <40 | 0.391 | |||
| 40–59 | 1.69 | (0.80, 3.75) | 0.091 | |
| ≥60 | 1.68 | (0.55, 5.06) | 0.179 | |
| Ethnicity: Minority vs Han | 1.27 | (0.61, 2.58) | 0.260 | 0.523 |
| Marital status: ref.= Unmarried | 0.417 | |||
| Married | 2.27 | (0.64, 10.90) | 0.122 | |
| Divorced/Widowed | 1.50 | (0.14, 14.62) | 0.363 | |
| Occupation: ref.= Farmer | 0.218 | |||
| Laborer | 0.34 | (0.09, 1.08) | 0.040 | |
| Manager | 1.14 | (0.34, 3.82) | 0.415 | |
| Professional | 0.79 | (0.21, 2.80) | 0.358 | |
| Student | 4.66 | (0.61, 38.74) | 0.070 | |
| Retired | 0.51 | (0.11, 2.33) | 0.195 | |
| Others | 1.05 | (0.40, 2.72) | 0.460 | |
| Personal monthly income: ref.= <800 | 0.840 | |||
| 800–3000 | 1.00 | (0.43, 2.35) | 0.498 | |
| 3000–6000 | 1.05 | (0.41, 2.68) | 0.464 | |
| >6000 | 1.52 | (0.48, 4.81) | 0.236 | |
| Type of insurance: ref.= No insurance | 0.132 | |||
| NRCMS | 4.46 | (0.72, 86.85) | 0.089 | |
| URBMI | 3.88 | (0.61, 76.73) | 0.114 | |
| UEBMI | 8.17 | (1.25, 164.65) | 0.033 | |
| Cause of disease: ref.= HBV | 0.872 | |||
| HCV | 1.17 | (0.51, 2.58) | 0.355 | |
| Others | 0.89 | (0.39, 1.92) | 0.385 | |
| Surveillance (continuous variable) | 2.83 | (1.92, 4.27) | < 0.001 | < 0.001 |
| Lifestyle (continuous variable) | 1.46 | (1.02, 2.12) | 0.022 | 0.041 |
| Prognosis (continuous variable) | 1.04 | (0.72, 1.52) | 0.412 | 0.823 |
Abbreviations: OR, odds ratio; CI, confidence interval; ref, reference group; HBV, hepatitis B virus; HCV, hepatitis C virus.
Figure 2Perceived barriers to return for HCC surveillance.
Figure 3Reasons for not performing HCC surveillance in primary health centers.