Need some help with food microbiology calculation
Hi all, I am currently evaluating this raw material to be purchased. The microbiological specification of Yeast = max 100CFU/g. While our finished product specification for Yeast is max 20CFU/g. Our manufacturing process will use 2.8g of this raw material, and it’s added into a mixture of all other ingredients which sums up to 306g. So this raw material I’m referring to is only (2.8/306)x100% = 0.92% of the finished product. There will be no processes like heat treatment or anything to further reduce microbiological contents. Assuming all other raw materials and environmental microbiological specs/values are absolute zero. If my 2.8g of raw material that is going to be added into the finished product which makes up to a total weight of 306g, has Yeast = 100CFU/g, does this mean the yeast in my 306g finished product is gonna be 0.92% x 100CFU/g = 0.92CFU/g? Is my calculation here correct? I just need reassurance that the way I’m doing is correct, or can someone explain to me how can I know how much of the microbes from this particular raw material will end up in my finished product without doing an actual lab analysis?
Hi all, I am currently evaluating this raw material to be purchased. The microbiological specification of Yeast = max 100CFU/g. While our finished product specification for Yeast is max 20CFU/g. Our manufacturing process will use 2.8g of this raw material, and it’s added into a mixture of all other ingredients which sums up to 306g. So this raw material I’m referring to is only (2.8/306)x100% = 0.92% of the finished product. There will be no processes like heat treatment or anything to further reduce microbiological contents. Assuming all other raw materials and environmental microbiological specs/values [for yeast] are absolute zero. If my 2.8g of raw material that is going to be added into the finished product which makes up to a total weight of 306g, has Yeast = 100CFU/g, does this mean the yeast in my 306g finished product is gonna be 0.92% x 100CFU/g = 0.92CFU/g? Is my calculation here correct? I just need reassurance that the way I’m doing is correct, or can someone explain to me how can I know how much of the microbes from this particular raw material will end up in my finished product without doing an actual lab analysis?
It might be advisable to determine the actual microbial level of yeast in yr raw material. And its variability.
Some potential hypothesised calculation snags -
(1) Yr logic assumes cells are uniformly distributed throughout the materials. In practice there will be distributions and sampling error..
(2) There may be microbial growth ?.
(3) Why would ^^^(red) be true ?
It might be advisable to determine the actual microbial level of yeast in yr raw material. And its variability.
Some potential hypothesised calculation snags -
(1) Yr logic assumes cells are uniformly distributed throughout the materials. In practice there will be distributions and sampling error..
(2) There may be microbial growth ?.
(3) Why would ^^^(red) be true ?
Thanks all for the reply. I just needed to confirm my theory on this. I am fully aware that the scenario I gave won’t be realistic as that’s just not how it would work in the real world with all the external factors. But we are just trying to filter out the raw material with specs that we do not even want to consider running a trial. Like if based on theory, if the raw material specs would directly cause our finished product to be out of spec, or is getting very close to our maximum spec for finished product, then why would we even want to waste resources on doing a trial and all the lab tests in the first place. We would prefer to go with something that we are assured that it won’t be out of spec based on theoretical assumptions, and then we will do an actual trial run with it to ensure everything is good because of many other external factors that were mentioned by all commenters here.
Thanks all for the reply. I just needed to confirm my theory on this. I am fully aware that the scenario I gave won’t be realistic as that’s just not how it would work in the real world with all the external factors. But we are just trying to filter out the raw material with specs that we do not even want to consider running a trial. Like if based on theory, if the raw material specs would directly cause our finished product to be out of spec, or is getting very close to our maximum spec for finished product, then why would we even want to waste resources on doing a trial and all the lab tests in the first place. We would prefer to go with something that we are assured that it won’t be out of spec based on theoretical assumptions, and then we will do an actual trial run with it to ensure everything is good because of many other external factors that were mentioned by all commenters here.
It's a question of semantics.
A hypothesis is either a suggested explanation for an observable phenomenon, or a reasoned prediction of a possible causal correlation among multiple phenomena. In science, a theory is a tested, well-substantiated, unifying explanation for a set of verified, proven factors. A theory is always backed by evidence; a hypothesis is only a suggested possible outcome, and is testable and falsifiable.
https://www.diffen.c...hesis_vs_Theory
So yes, yr hypothesis could be correct if all yr (explicit/implicit) assumptions are realised.