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. 2021 Jun 8;11:630953. doi: 10.3389/fonc.2021.630953

Table 1.

Model assumptions and inputs.

Model input Assumed value (reference)
Population characteristics
# newly diagnosed colorectal cancer per year in the U.S. 147,950 (3)
 % metastatic 22% (3)
 # newly diagnosed (de novo) metastatic colorectal cancer per year in the U.S. 32,549
% dMMR/MSI-H 5% (4)
% pMMR/MSS 95% (4)
Diagnostic characteristics
Cost per patient of next-generation sequencing $3,500.00 (6)
Cost per patient of PCR or IHC panel $1,206.25
 KRAS/NRAS $682.29 (6)
 BRAF $175.40 (6)
 dMMR/MSI-H $348.56 (6)
Cost per patient of artificial intelligence (digital image scanning) $6.07 a
Time for next-generation sequencing (days) 12 (7)
Time for PCR or IHC panel (days) 4 (7)
Time for artificial intelligence (months) – assumed nominal value -
Next generation sequencing sensitivity – conservative assumption 100%
Next generation sequencing specificity – conservative assumption 100%
PCR or IHC dMMR/MSI-H panel sensitivity (high sensitivity cutoff): 100% (8)
PCR or IHC dMMR/MSI-H panel specificity (high sensitivity cutoff): 81% (8)
PCR or IHC dMMR/MSI-H panel sensitivity (high specificity cutoff): 67% (9)
PCR or IHC dMMR/MSI-H panel specificity (high specificity cutoff): 93% (9)
Artificial intelligence dMMR/MSI-H sensitivity (high sensitivity cutoff) 98% (2)
Artificial intelligence dMMR/MSI-H specificity (high sensitivity cutoff) 79% (2)
Artificial intelligence dMMR/MSI-H sensitivity (high specificity cutoff) 70% (2)
Artificial intelligence dMMR/MSI-H specificity (high specificity cutoff) 98% (2)
Therapeutic characteristics
Cost per patient per month for dMMR/MSI-H therapy $23,021.13 (5)
Weighted average cost per patient per month of 5-fluorouracil-based therapy b $7,625.88
 % receiving FOLFOX + bevacizumab 35% (10)
 Cost per patient per month for FOLFOX + bevacizumab $6,316.70 (11)
 % receiving FOLFOX + cetuximab 45% (10)
 Cost per patient per month for FOLFOX + cetuximab $11,945.73 (11)
 % receiving 5-fluorouracil + leucovorin 20% (10)
 Cost per patient per month for 5-fluorouracil + leucovorin $179.76 (11)
Weighted average cost per patient per dose of 5-fluorouracil-based therapy $3,807.68
 % receiving FOLFOX + bevacizumab 35% (10)
 Cost per patient per dose for FOLFOX + bevacizumab $3,158.35 (11)
 % receiving FOLFOX + cetuximab 45% (10)
 Cost per patient per dose for FOLFOX + cetuximab $5,972.86 (11)
 % receiving 5-fluorouracil + leucovorin 20% (12)
 Cost per patient per dose for 5-fluorouracil + leucovorin $63.63 (11)
Weighted average median time on of 5-fluorouracil-based therapy (months) 9.0
 % receiving FOLFOX + bevacizumab 35% (10)
 Median time on therapy for FOLFOX + bevacizumab 10.3 (13)
 % receiving FOLFOX + cetuximab 45% (10)
 Median time on therapy for FOLFOX + cetuximab 10 (13)
 % receiving 5-fluorouracil + leucovorin 20% (12)
 Median time on therapy for 5-fluorouracil + leucovorin 4.4 (14)
Time between scans (months) 2.07 (5)
Number of pembrolizumab doses before first restaging scans 3
 Time between pembrolizumab doses (months) 0.69 (5)
Number of chemotherapy ± targeted therapy doses before first restaging scans 5
 Time between chemotherapy ± targeted therapy doses (months) 0.46 (5)

Superscript numbers represent references. Values without references are calculated from other values in the table unless otherwise noted.

a

Internal, documentation available upon request.

b

Among patients with pMMR/MSS disease, we assumed that patients ineligible for intensive therapy would receive 5-fluorouracil (5-FU) and leucovorin (LV). Among the remaining patients with pMMR/MSS disease, we assumed that all patients with RAS wild type disease would receive 5-FU, LV, oxaliplatin (FOLFOX), and cetuximab, while all patients with RAS mutant disease would receive FOLFOX and bevacizumab.

dMMR, deficient mismatch repair; FOLFOX, 5-fluorouracil, leucovorin, oxaliplatin; IHC, immunohistochemistry; MSI-H, microsatellite instability-high; MSS, microsatellite-stable; PCR, polymerase chain reaction; pMMR, proficient mismatch repair; U.S., United States.