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Table 7 Here we have some of the health conditions that are most likely to lead to complications based upon percentages of patients with that condition that are fast progressors, and Z-scores which correspond to the Z-test result on these particular nodes between fast and slow progressors

From: Predicting onset of complications from diabetes: a graph based approach

Health conditions likely to lead to diabetic complications
Kidney disease Fast % Kidney disease Z-score
0.0 eGFR 92 3.0 Age 18.21
Other organic psychotic conditions (chronic) 85 1.0 eGFR 16.86
Organic sleep disorders 84 0.0 eGFR 16.24
Pain not elsewhere classified 83 Heart failure 15.14
1.0 eGFR 83 Organic sleep disorders 16.01
Myocardial Infarction Fast % Myocardial Infarction Z-score
Pain not elsewhere classified 82 Chronic renal failure 12.46
Chronic renal failure 82 Other forms of chronic ischemic heart disease 11.56
Other organic psychotic conditions (chronic) 81 Heart failure 11.44
0.0 eGFR 81 Hypertensive renal disease 9.96
Hypertensive renal disease 81 3.0 Age 9.92
Heart failure Fast % Heart failure Z-score
Chronic pulmonary heart disease 85 3.0 Age 18.68
Chronic renal failure 85 Chronic renal failure 16.38
Other organic psychotic conditions (chronic) 85 Cardiac dysrhythmias 14.88
Other cerebral degenerations 85 Symptoms involving respiratory system and other chest symptoms 13.97
0.0 eGFR 84 Symptoms involving skin and other integumentary tissue 12.31
Liver disease Fast % Liver disease Z-score
Other cerebral degenerations 88 Organic sleep disorders 11.38
Pain not elsewhere classified 87 Pain not elsewhere classified 9.81
Organic sleep disorders 87 Nonspecific abnormal findings on radiological and other examination of body structure 9.23
Acute renal failure 79 2.0 eGFR 8.48
Chronic renal failure 78 Other diseases of lung 8.41
Retinopathy Fast % Retinopathy Z-score
Neoplasm of uncertain behavior of other and unspecified sites and tissues 82 3.0 Age 12.39
Renal failure unspecified 82 Disorders of lipid metabolism 10.58
Pain not elsewhere classified 81 Symptoms involving respiratory system and other chest symptoms 9.61
Other organic psychotic conditions (chronic) 81 Other and unspecified disorder of joint 9.15
Chronic renal failure 80 Heart failure 8.68
Stroke Fast % Stroke Z-score
Other organic psychotic conditions (chronic) 87 3.0 Age 16.67
Other cerebral degenerations 86 Chronic renal failure 13.42
Pain not elsewhere classified 86 Symptoms involving respiratory system and other chest symptoms 12.09
Senile and presenile organic psychotic conditions 85 Symptoms involving nervous and musculoskeletal systems 11.75
Chronic renal failure 84 Symptoms involving skin and other integumentary tissue 11.56