Author Archives: janice goh

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About janice goh

Dr. Janice Goh graduated from NUS Pharmacy and is a registered pharmacist with the Singapore Pharmacy Council. She recently completed her PhD in the lab of Professor Rada Savic at the University of California, San Francisco (UCSF) School of Pharmacy. She is currently a senior scientist at the Bioinformatics Institute, A*STAR. Her work focuses on using quantitative systems pharmacology using translational pharmacometrics tools by capitalising on preclinical data to predict clinical outcomes prior to actual trials.

How can our genes affect drug levels?

We all respond to drugs differently. As many of you have pointed out while using the coffee simulator https://janicegoh.shinyapps.io/CoffeeSimulator/ over the past few months, the profile shown there does not always accurately describe your experience with coffee. This is because … Continue reading

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Top down vs bottom up pharmacokinetic (PK) modeling – a soft intro

To a person new to PK modeling, understanding the differences between population PK modeling (top down) and physiologically based PK (PBPK) (bottom up) modeling might be confusing. Hopefully, this analogy can help you out. Let’s say you wanted a new … Continue reading

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Why does metformin cause a metallic taste in your mouth?

Hi all, life has been pretty busy lately, but I am still trying to post fun things I come across when I can. Hope you enjoy! A common but relatively harmless side effect of metformin is a lingering metallic taste … Continue reading

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Can Pipagao be harmful?

As a Singaporean Chinese, I grew up taking a mix of both Traditional Chinese Medicine (TCM) and Western medicine when I fell sick. In particular, one of my favourite medicines a TCM cough medicine, Pipagao. Pipagao is a honey-based, herbal … Continue reading

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Optimizing your vitamin C intake – how much should you really take?

Hello friends, here’s a fun question for you. How many oranges do you need to eat to get the same amount of vitamin C as a 1000mg vitamin C tablet? A quick Google search suggests that a single orange has … Continue reading

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Going beyond dose – why we need PK parameters

Good morning. In today’s weather report, we are expecting 1000L rain. – said no one ever. If I were to read the weather report before going to work, I intuitively want to know 3 things: the location the rain will … Continue reading

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Scientific crystal balls – how pharmacometrics is like the weather forecast and why we need it

Hi all, I’m Janice, your SG pharmacometrician. To many of you, pharmacometrics, the study of modeling and simulation of drug levels and their outcomes, probably isn’t a term that comes easily to mind or something that you will regularly come … Continue reading

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Transitioning out from grad school – a year end reflection

2023 was a big year of transition for me. Just this year I graduated from UCSF, published a paper, moved from San Francisco to Singapore to pioneer pharmacometrics research as part of the Research Data Integration Group at BII. One … Continue reading

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A key data science skill all grad students should learn

Hi all, Merry Christmas! Experimenting with posting a slightly different type of content for the Holidays. There has been a lot of hype recently about Artificial Intelligence and data science as the next frontier for humanity’s progress. A quick Google … Continue reading

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Steamed fish

Today, I learnt to steam a whole fish.  It all started with me wandering around the Asian market. Whole tilapia was on sale, so I pointed at one and blankly nodded my head so the fish monger helped to clean … Continue reading

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