Molecular signatures for obesity and associated disorders identified through partial least square regression models

Table 3 Test results for KAL-5 and comparison of results with the actual experimental results to check the precision of the model in terms of prediction

Body response parameter	Input time (gene expression)	Output time (body parameter)		Observed	Predicted
Pro- inflammatory cytokine	Week 3	Week 9	GMCSF	55	56.1
			IFNγ	71	76.7
			IL1a	103	98.1
			IL1b	54	87.1
			IL6	62	102.6
			MCP1	92	85
			TNFα	92	101.8
			IL12P70	89	102.5
	Week 6	Week 12	GMCSF	60	67.3
			IFNγ	99	89.7
			IL1a	92	128.4
			IL1b	84	117.9
			IL6	97	129
			MCP1	97	95
			TNFα	93	155
			IL12P70	77	124.7
Anti- inflammatory cytokine	Week 3	Week 9	IL4	41	52.2
			IL10	63	68.3
			IL13	66	71.3
	Week 6	Week 12	IL4	55	54
			IL10	78	67.5
			IL13	87	66.4
Body weight	Week 3	Week 15	--	31.4	30.6
Body weight	Week 6	Week 15	--	31.4	32.12
Blood glucose	Week 3	Week 12	--	160	158.05
Blood glucose	Week 6	Week 12	--	160	158.24

ISSN: 1752-0509