This document summarizes a presentation on bioequivalence and pharmaceutical equivalence given by Dr. Ajaz Hussain. Some key points included:
- Pharmaceutical equivalence can be a vulnerable point and Achilles' heel if not properly ensured between generic and reference listed drugs.
- Quality by Design requires early investment in analytics to characterize reference listed drug variability and identify critical quality attributes.
- Lessons learned are that complex generic and biosimilar development share common challenges in demonstrating equivalence, and asking the right questions with the appropriate tools is important.
Introduction,Definations,Types of Bioequivalence studies,Invitro,Invivo studies,Biowaivers,Study protocol,Types of study designs,statistical procedures,conclusion
Bioequivalence is a term in pharmacokinetics used to assess the expected in vivo biological equivalence of two proprietary preparations of a drug. If two products are said to be bioequivalent it means that they would be expected to be, for all intents and purposes, the same.
The first generation of biological drugs, which
have introduced many revolutionary treatments to life threatening and rare illnesses, is currently facing patent expiration. As a result, research-based and generics pharmaceutical companies alike are pursuing the opportunity to develop “generic” substitutes to original biologics, which are also known as biosimilars.
Introduction,Definations,Types of Bioequivalence studies,Invitro,Invivo studies,Biowaivers,Study protocol,Types of study designs,statistical procedures,conclusion
Bioequivalence is a term in pharmacokinetics used to assess the expected in vivo biological equivalence of two proprietary preparations of a drug. If two products are said to be bioequivalent it means that they would be expected to be, for all intents and purposes, the same.
The first generation of biological drugs, which
have introduced many revolutionary treatments to life threatening and rare illnesses, is currently facing patent expiration. As a result, research-based and generics pharmaceutical companies alike are pursuing the opportunity to develop “generic” substitutes to original biologics, which are also known as biosimilars.
Bioavailability and Bioequivalence studyMcpl Moshi
Bioavailability and Bioequivalence study, BCS is a scientific framework for classifying drug substances based on their aqueous solubility and intestinal permeability.
It is a drug development tool that allows estimation of solubility, dissolution and intestinal permeability affect that oral drug absorption.
Bioavailability and Bioequivalence studyMcpl Moshi
Bioavailability and Bioequivalence study, BCS is a scientific framework for classifying drug substances based on their aqueous solubility and intestinal permeability.
It is a drug development tool that allows estimation of solubility, dissolution and intestinal permeability affect that oral drug absorption.
Legal requirements for generics and abridged products and bioequivalenceinemet
PharmaCon2007 Congress, Dubrovnik, Croatia "New Technologies and Trends in Pharmacy, Pharmaceutical Industry and Education" http://www.pharmacon2007.com
Abstract is available at http://www.pharmaconnectme.com
The 2012 Food and Drug Administration Safety and Innovation Act (FDASIA) includes a provision that allows sponsors to request that their drug be designated as a "Breakthrough Therapy". This designation is primarily based on the early clinical finding of substantial efficacy in s serious medical need indication. A Breakthrough Therapy Designation provides fast track program advantages alongside a frequent FDA guidance on an efficient drug development program. The FDA also makes an organizational commitment to involve experienced reviewers and senior management in such guidance. This presentation provides an overview of Breakthrough Therapy Designation and discusses why CMC aspects can lag-behind clinical development and how this may be addressed.
The time has come to seriously work on leveraging End-of-Phase II for setting regulatory specifications.
We are on a journey to make quality medicines affordable to all. In the 21st Century, this journey will be successful to the extent we recognize that quality has to be built-in by design and that it cannot be tested into products, utilize and improve a global Quality Management System (QMS), and implement science based risk assessment in our decision making. Pharmacopoeias are an integral part of this global QMS and have been setting public or market standards for medical products for many centuries. In the 21st Century, Pharmacopoeias can and should be a champion for the practice of quality by design. To do so most effectively it would be useful to recognize how, in the 21st Century, human factors help and hinder optimal development, and correct interpretation, of public or market standards in design, development, control and manufacturing decisions. To explore this aspect in this presentation, cognitive biases – blind spots or alleys – are collected and organized on topics relevant to this workshop: (a) Impurities & Contaminants, (b) Analytical Method Validation, and (c) Public/market standards and Release Testing. How to confront these biases will be discussed. Steps to help in maximally leveraging the Pharmacopoeias on the 21st Century journey will be highlighted.
Pharmaceutical Quality - The Office ofAjaz Hussain
The keynote address at the Fall meeting of the CPPR Industrial Advisory Board and the Site Directors held yesterday (27 October 2014) at Purdue University. The talk provides a perspective on the recent organizational changes announced by FDA CDER - the Office of Pharmaceutical Quality.
Insights on Culture of Quality What have I Learned 22 September 2015Ajaz Hussain
Why criticality of CGMPs not widely appreciated as expected by the customer (US FDA)?
What “norms” provide reasons to rationalize cGMP deviations?
How a company can re-build lost credibility? Better option improve credibility?
Culture of Quality Bagladesh AAPS 8 August 2015 FinalAjaz Hussain
Why we are discussing Culture of Quality?
What is Culture of Quality?
How can it help?
The American public is facing unprecedented drug shortages and recalls (erosion of confidence)
Industry and the FDA have the shared obligation to reduce quality errors …
To fulfill this responsibility, both industry and the FDA need a culture of quality.
Social Media Megaphone, the new Voice of the Patients. An evolving case example to observe and learn how the pharmaceutical community addresses the needs of ADHD patients and parents.
An opportunity to observe and learn (real time) from this evolving case example. I am eager to to see the reaction (hoping it is that of satisfaction) on social media when FDA reports its findings.
If there are no issues found by FDA; what will be the reaction?
If FDA changes the AB -rating (i.e., interchangeability) - what will be the reaction?
Dr Venkateswarlu Memorial Lecture 2015Ajaz Hussain
Purpose of this talk is to request you to consider the following 4 Steps
1. Strengthening the ‘Culture of Quality’ – the focus of this talk
2. Improve efficiency with confidence in controls by integrating India’s engineering and statistical know-how and technologies
3. Working together – ‘One Quality for All’ to say proudly – Made in India: Pharmaceutical Factory to the World
4. Leverage India’s Wisdom Traditions to provide leadership in setting the standards for Integrative Medicine so as to deliver a model of ‘Health Care for All’: Pharmacy to the World.
These slides were used for a invited presentation @ Patheon Seminar – Bridgewater, NJ, 31 July 2014.
Some modification have been made to connect the dots for the audience who will review this slide-deck on the internet.
This presentation provides a very brief snap-shot of a day long training program conducted recently at a company in India. In preparing the day long training session I had asked the following questions; (1) How to effectively communicate to an audience of a group of young and bright Indian professionals in any company in India and their supervisors/management about the importance of cGMPs and QbD? (2) How do I understand their challenges, perspectives and biases? (3) How do I connect with them to share the joy of Quality by Design?
The response received has been overwhelming from the audiences in India and yesterday at the Patheon Seminar in Bridgewater, NJ. I hope you will also the see some of the important dots and the connections. How this content connects to regulatory requirements is not covered in this slide deck – it connects via ‘A, B, C, D’ to 21 CFR, Quality Systems Approach to cGMP, ICH 7, 8, 9, 10, and 11.
Emergency: “No-pain No-gain”
Standard: “Plan Do Check & Act”
Pathfinders: B1: “Don’t Use & Don’t Tell”; no more!
B2: Every vertex can be a Tipping Point
G1: Same and Similar
G2: Synthesis & Analysis
The IFPAC Session: Controlling excipient impact during the product lifecycle.
Excipients enable the delivery of actives as a pharmaceutical product. Quality by Design requires that the impact of excipient variability on finished product quality be minimized, or, as paraphrased by Tobyn: - What matters doesn’t vary, and what varies doesn’t matter.
This parallels the current practice of categorizing excipients into critical vs non-critical, the assumption being that the latter do not impact the finished product Critical Quality Attributes. This binary classification of criticality has been criticized as too simple and it is not uncommon to observe excursions in finished product quality correlating with variability of a so-called non-critical excipient. The complexity of the excipients, and the products into which they are formulated, contributes to this uncertainty. For excipients, what varies may not have mattered prior to approval, but may come to matter later in the product lifecycle, especially for continuously manufactured products with real time release.
Excipients, even if fully compliant and manufactured under GMP, represent a reservoir of special cause variability in finished product quality. By definition this can only be addressed via the Control Strategy. Risk management requires continuous multivariate monitoring of finished product and raw materials to maintain quality and model fidelity.
Sharing my learning in dealing with complexity and uncertainty and shed some light on:
(a) Understanding the ‘biosimilar paradox’
(b) Accelerating our “QbD” Journey – focusing on ‘from Generics to Biosimilars’
(c) In preparing this talk, collect my thoughts to help NIPTE consider ways for developing its program on Biosimilars to help the Nation improve assurance of quality with confidence and lower costs
(D) Invite the audience to get to know NIPTE and provide us ways to collaborate with industry
Behavioral Economics and Managment of Pharmaceutical QbD 25 August 2016Ajaz Hussain
Pharmaceutical knowledge pyramid can be toppled easily!
Serendipitous intersection of Behavioral Economics & CGMP.
Why attention to Behavioral Economics can improve management of QbD work-streams?
How? What (benefits)?
Between regulatory query and response there is Design Space. In that space is our comparability protocol…
Pharmaceutical quality decisions are made by multidisciplinary teams (a range of maturity), at different times and in various organizations; understanding of the QbD paradigm and methodology is derived experientially -One Quality Voice is hard to achieve!
Legacy challenges, various ontological assumptions, and weak epistemology curtails knowledge sharing, delays consensus and keeps us trapped in a reactive mode (3rd Order)
The risk of irrational decision making needs to be accounted. ”Cut-paste” or “check-the-box” practices are reminders that we are not achieving an optimal integration or practicing systems thinking.
A reactive approach (3rd Order) to filling the noted gaps poses risk of continued erosion in the confidence the public should have in our assurance of pharmaceutical quality
We need a thoughtful, planned approach to filling these gaps –NIPTE should take on this challenge! Will it?
Totality of Evidence & Theraputic Equivalence 15 October 2016Ajaz Hussain
Put R back in R&D & recognize It is a “complex” product and process!
Invest smartly in analytics, mathematics & statistics, and large sample sizes; and in systems/integrative thinking and data integration
Get to know the RLD – multiple lots; open the door with large sample size
Build capability to justify measured RLD variability is relevant to development of the proposed generic/biosimilar
Exquisite regulatory communication strategy
This is not a ‘complicated process’ for which typical “good practices” will work seamlessly (e.g., typical project management approach); this is a complex process – with multiple interactions and “emergent properties”
Treat it as it is - a complex process and plan; anticipate and address “emergent issues” - in technical, regulatory and legal dimensions; at a certain point be prepared for stakeholder (payers, patient groups,..) communications
Bioavailability and bioequivalence – problems and pitfallsinemet
PharmaCon2007 Congress, Dubrovnik, Croatia "New Technologies and Trends in Pharmacy, Pharmaceutical Industry and Education" http://www.pharmacon2007.com
Abstract is available at http://www.pharmaconnectme.com
stability The ability of a pharmaceutical product to retain its chemical, physical, microbiological and biopharmaceutical properties within specified limits throughout its shelf-life.Why is stability of a drug important?
Drug stability affects the safety and efficacy of the drug product; degradation impurities may cause a loss of efficacy and generate possible adverse effects. Therefore, achieving the chemical and physical stability of drugs is essential to ensure their quality and safety.Common factors that affect this stability include temperature, light, pH, oxidation and enzymatic degradation. Special considerations are also required when dealing with chiral molecules, deuterated internal standards and large biomolecules.
21CFR 320- BIO AVAILABILITY AND BIO EQUIVALENCE REQUIREMENTSPallavi Christeen
this presentation describes briefly about Bioavailability and Bioequivalence requirements as per US FDA Code of Federal Regulations under title 21 and chapter 320
A Leapfrog Need and Opportunity for mAbsAjaz Hussain
Leapfrogging on reforming mAbs policies makes sense, and doing so can be a principled duty of care.
SMART Technology, SMART Professionals, SMART Services, SMART Organization.
SMART Quality by Design Applications Not Submissions in 2024Ajaz Hussain
Many generic pharma companies seeking regulatory approval uncritically follow “past” practices and prior knowledge. Few, if any, correct errors and innovate to improve past expertise and techniques. The idea of SMART "QbD in ANDApplications" (not “submission”) builds on this observation.
Intuitively Moving Institutions Towards Global Regulatory Resilience Ajaz Hussain
From my experience, how can I describe an intuitive and self-organizing social force around "attractors" patients' value to be assured of therapeutic equivalence?
Critical Importance of Pharmaceutical Traceability in the Experience.pdfAjaz Hussain
From a narrow viewpoint, serialization is just a process of printing an identifying number on products and shipping cases.
From a long-term view, the integration of serialization numbering systems with the production line as well as the quality control procedures required to maintain the integrity of the numbers.
Validation 4 for Credible Pharma 4 a Keynote for Valconnect 2023.pdfAjaz Hussain
The notion of Validation 4.0 in the title of this keynote relates to the development and maturity of people and professionals, which I will elaborate on in the context of the ValGenesis experiences [of its users and service providers].
Validation 4.0 in this talk is about internal assurance, self-assurance, and self-authoring policies, plans, and procedures, ideally without the need [to wait] for FDA guidance.
SMART Triaxial Compaction, Social Form 483 and VAI or OAI to an Avenger.pdfAjaz Hussain
Why did the company not design and formulate a tablet that did not “cap”? Why wouldn’t NIH fund my proposal for CAFD? Why did the FDA [discount] Pharmaceutical Development Reports, while in the EU and Japan, is it an essential part of the regulatory review?
Under a hypothetical social inspection scheme, a report submitted in 2010 is imagined as PM 483 in the spirit of FDA Form 483 of “Inspectional Observations.”
What do the noted observations suggest about my professional maturity or state of mind at that event in 2010? What would be an appropriate “feedback” response?
Statistical Thinking and Pharmaceutical Professional Development, a keynote b...Ajaz Hussain
In adulthood, to keep maturing, one must acknowledge the elephant in the room – the emotions we feel. To feel is to experience. Experience complements our scientific training. But do we pay attention to the Integrity of our experience? A tonic for wiser statistical thinking to inform the development of pharmaceuticals and professionals.
An Updating Perspective on BAD I in March Madness 2023.pdfAjaz Hussain
Why does it take decades to acknowledge the obvious? Something to ponder and write about. How do you suggest we keep moving closer to the truth? Can we simultaneously personalize our minds, machines, and medicines to develop continuously? How? I am sharing a slide deck of thoughts to discuss meaning-making and the Federal Food, Drug, and Cosmetic Act (FD&C Act) in the context of the post-truth world, which I collected to populate two invited lectures at the University of Minnesota, College of Pharmacy. The slides I am uploading here are in reverse order, 2nd lecture followed by the first. It is, to begin with, a journey to 2020+ to note that the root cause of BAD-I is I and to pose a challenging premise that beyond the age of majority, few adults continue to develop and mature. What evidence warrants this premise, and why? Then how to develop and mature continuously as an adult and a professional.
Mature Managers and Management of Pharmaceutical Quality and QuantitiesAjaz Hussain
We live in a post-truth world, and we like to think we are good. Are we? Do we not need ALCOA for the integrity of our experience?
Remember: Experience means to feel; how you feel determines what you learn! Honoring my grandmother’s advice, keeping intentions clean, इरादों को साफ रखें to begin to recognize a pattern of interactions between how I feel, what I think to explain why I behaved in a certain way.
Some of my thoughts on SMART Objective negotiations and to be better at SMART Experiencing than SMART Machines. The content describes insights from observing the immaturity of political, regulating, and management systems. Why does “immature” claim “I am mature” when it shouldn't?
I-SMART Internal Validation for Continuous Professional Development.pdfAjaz Hussain
i-SMART: Internal validation [is] continuous [professional development]. It is a journey within and without. In the growing chaos, it is urgent and essential that we must be the change we seek in the world. Be I-SMART! #Validaiton #good
S.M.A.R.T Pharmaceuticals 2021 -2030: AI or Human?Ajaz Hussain
Take a smart “development stance” to prepare for 2022 and beyond, envision your journey to 2030. Spiral high and wide like a migratory bird. Recall, Reflect, Research, Remember, Reset and Rebuild: Recycling necessary but not sufficient.
https://www.linkedin.com/pulse/recall-reflect-research-remember-reset-rebuild-ajaz-hussain-ph-d-/?trackingId=aF5BbJF0T5%2B036rQ7Zw3gA%3D%3D
Sustain and Build a Quality Culture in Today's RealitiesAjaz Hussain
What is quality, what is culture? Culture, quality, and assurance are just a few of the many abstract words in our lexicon. The meaning we make evolves with our development and maturity. Our education and training are necessary but insufficient for our development and maturity. Learning from experience is essential, and experiential learning is highly variable. Some continue to develop, but at different rates; others do not. In this presentation, I share why and how a connect-the-dots framework was developed and what it offers to individuals and organizations. Building refers to a process by which a source code guides software coding programs for a stand-alone computer or an enterprise-wide system. The context of this presentation is experiential. The content is derived from experiencing the real world via an intentional journey beginning in 2015 across the globe; since 2020, this journey has been searching for the source code to what is good. In my imagination and thought experiments, the building is a process, as in the context of software development. Coding for a stand-alone computer is similar but not interchangeable or automatically substitutable for writing and executing a personal or individualized continuous professional development plan. I speak about quality culture to ease the process of continuous learning, development, and maturity in professionals and management systems. To improve feedback and encourage backpropagation of errors of omission and commission to learn how to prevent mistakes and improve continually, I remind that it is increasingly relevant today to begin asking - how might we assess suitability, capability, and comparability of humans and AI in the context of CGMP compliance and maturity of a pQMS. I implicitly use the lexicon of biosimilars, interchangeable biosimilar products, and automatic generic substitution for brand products to help us make sense of our suitability and capability to know the difference in the maturity stages we call professional and good practitioners to appreciate the differences in the regulatory and social expectation of validation and assurance broadly and specifically as in the validation of computer and pharmaceutical systems.
Managing Pharmaceutical Quality in Traditional Paradigm and in the Emerging “...Ajaz Hussain
The epistemic crisis has deepened; multiple systems are now chaotic, fear and anxiety unabated and as expected the dominant response to the crisis is procrustean. Scenarios to consider managing pharmaceutical quality design space in traditional paradigm and in the emerging “SMARTness”?
Design is to do good not just be and look good: Bad Design is Smoke, Good Des...Ajaz Hussain
Design is to do good not just be and look good. "Design means being good, not just looking good." ~ Clement Mok. "A small change at the beginning of the design process defines an entirely different product at the end." ~ Jonathan Ive. "User-centered design means understanding what your users need, how they think, and how they behave - and incorporating that understanding into every aspect of your process." ~ Jesse James Garrett.
Compared to “one factor at a time” experiments, increased experimental efficiency, accounting interactions, multivariate predictive capability, minimization, maximization, optimization, graphical illustration for enhanced communication of complex topics.
"Design is intelligence made visible." -- Alina Wheeler
Pharmaceutical Quality in the 21st Century, Current Status of PAT & QbDAjaz Hussain
What we know is not what we implement in practice is the shadow in our development—walking a tight rope across the precipice with an elephant on my back. Is an Elephant on My Back the apt metaphor to replace the Six Blind Men and an Elephant and an Elephant in the Dark?
Meaning making measurement maturity and management mokshaAjaz Hussain
Power without wisdom is a recipe for disaster. “Your problem is not technology. The problem is you. You lack the will to change” (The Day the Earth Stood Still (2008). “I think we need to do some very serious soul searching,” Woodcock (2020). Adequate, well-controlled, qualified by training and experience, fairly, responsibly (FD&C Act). “Only at the precipice do we evolve.” Is this our moment? Profiteers learn to be patient. Exploitation & Exploration: Bottom and Toplines, the ambidextrous. Quality is integral; warrant connects quantitative evidence with claims. Cease dependence on inspection via maturity of self, systems, & societies. You can find the way forward [to maturity] in the heart. Sense within to awaken. Dil Se! By heart.
Equivalence Assessment and Maturity of Quality Management SystemsAjaz Hussain
Challenge: As a system or cohort, we can do more to adequately appreciate that “systems” proficiency is a stage in adult development that most struggle to achieve.
Professionals and human experience: Ex[CI]perience Lessons in Excipients Ajaz Hussain
Alone together, civil war, same difference, unbiased opinion, and the "hindsight is always 20/20" feels oxymoronic. What space will excipients occupy in our consciousness in the next decade?
Local Advanced Lung Cancer: Artificial Intelligence, Synergetics, Complex Sys...Oleg Kshivets
Overall life span (LS) was 1671.7±1721.6 days and cumulative 5YS reached 62.4%, 10 years – 50.4%, 20 years – 44.6%. 94 LCP lived more than 5 years without cancer (LS=2958.6±1723.6 days), 22 – more than 10 years (LS=5571±1841.8 days). 67 LCP died because of LC (LS=471.9±344 days). AT significantly improved 5YS (68% vs. 53.7%) (P=0.028 by log-rank test). Cox modeling displayed that 5YS of LCP significantly depended on: N0-N12, T3-4, blood cell circuit, cell ratio factors (ratio between cancer cells-CC and blood cells subpopulations), LC cell dynamics, recalcification time, heparin tolerance, prothrombin index, protein, AT, procedure type (P=0.000-0.031). Neural networks, genetic algorithm selection and bootstrap simulation revealed relationships between 5YS and N0-12 (rank=1), thrombocytes/CC (rank=2), segmented neutrophils/CC (3), eosinophils/CC (4), erythrocytes/CC (5), healthy cells/CC (6), lymphocytes/CC (7), stick neutrophils/CC (8), leucocytes/CC (9), monocytes/CC (10). Correct prediction of 5YS was 100% by neural networks computing (error=0.000; area under ROC curve=1.0).
Basavarajeeyam is a Sreshta Sangraha grantha (Compiled book ), written by Neelkanta kotturu Basavaraja Virachita. It contains 25 Prakaranas, First 24 Chapters related to Rogas& 25th to Rasadravyas.
Basavarajeeyam is an important text for ayurvedic physician belonging to andhra pradehs. It is a popular compendium in various parts of our country as well as in andhra pradesh. The content of the text was presented in sanskrit and telugu language (Bilingual). One of the most famous book in ayurvedic pharmaceutics and therapeutics. This book contains 25 chapters called as prakaranas. Many rasaoushadis were explained, pioneer of dhatu druti, nadi pareeksha, mutra pareeksha etc. Belongs to the period of 15-16 century. New diseases like upadamsha, phiranga rogas are explained.
Title: Sense of Smell
Presenter: Dr. Faiza, Assistant Professor of Physiology
Qualifications:
MBBS (Best Graduate, AIMC Lahore)
FCPS Physiology
ICMT, CHPE, DHPE (STMU)
MPH (GC University, Faisalabad)
MBA (Virtual University of Pakistan)
Learning Objectives:
Describe the primary categories of smells and the concept of odor blindness.
Explain the structure and location of the olfactory membrane and mucosa, including the types and roles of cells involved in olfaction.
Describe the pathway and mechanisms of olfactory signal transmission from the olfactory receptors to the brain.
Illustrate the biochemical cascade triggered by odorant binding to olfactory receptors, including the role of G-proteins and second messengers in generating an action potential.
Identify different types of olfactory disorders such as anosmia, hyposmia, hyperosmia, and dysosmia, including their potential causes.
Key Topics:
Olfactory Genes:
3% of the human genome accounts for olfactory genes.
400 genes for odorant receptors.
Olfactory Membrane:
Located in the superior part of the nasal cavity.
Medially: Folds downward along the superior septum.
Laterally: Folds over the superior turbinate and upper surface of the middle turbinate.
Total surface area: 5-10 square centimeters.
Olfactory Mucosa:
Olfactory Cells: Bipolar nerve cells derived from the CNS (100 million), with 4-25 olfactory cilia per cell.
Sustentacular Cells: Produce mucus and maintain ionic and molecular environment.
Basal Cells: Replace worn-out olfactory cells with an average lifespan of 1-2 months.
Bowman’s Gland: Secretes mucus.
Stimulation of Olfactory Cells:
Odorant dissolves in mucus and attaches to receptors on olfactory cilia.
Involves a cascade effect through G-proteins and second messengers, leading to depolarization and action potential generation in the olfactory nerve.
Quality of a Good Odorant:
Small (3-20 Carbon atoms), volatile, water-soluble, and lipid-soluble.
Facilitated by odorant-binding proteins in mucus.
Membrane Potential and Action Potential:
Resting membrane potential: -55mV.
Action potential frequency in the olfactory nerve increases with odorant strength.
Adaptation Towards the Sense of Smell:
Rapid adaptation within the first second, with further slow adaptation.
Psychological adaptation greater than receptor adaptation, involving feedback inhibition from the central nervous system.
Primary Sensations of Smell:
Camphoraceous, Musky, Floral, Pepperminty, Ethereal, Pungent, Putrid.
Odor Detection Threshold:
Examples: Hydrogen sulfide (0.0005 ppm), Methyl-mercaptan (0.002 ppm).
Some toxic substances are odorless at lethal concentrations.
Characteristics of Smell:
Odor blindness for single substances due to lack of appropriate receptor protein.
Behavioral and emotional influences of smell.
Transmission of Olfactory Signals:
From olfactory cells to glomeruli in the olfactory bulb, involving lateral inhibition.
Primitive, less old, and new olfactory systems with different path
The Gram stain is a fundamental technique in microbiology used to classify bacteria based on their cell wall structure. It provides a quick and simple method to distinguish between Gram-positive and Gram-negative bacteria, which have different susceptibilities to antibiotics
Knee anatomy and clinical tests 2024.pdfvimalpl1234
This includes all relevant anatomy and clinical tests compiled from standard textbooks, Campbell,netter etc..It is comprehensive and best suited for orthopaedicians and orthopaedic residents.
micro teaching on communication m.sc nursing.pdfAnurag Sharma
Microteaching is a unique model of practice teaching. It is a viable instrument for the. desired change in the teaching behavior or the behavior potential which, in specified types of real. classroom situations, tends to facilitate the achievement of specified types of objectives.
- Video recording of this lecture in English language: https://youtu.be/lK81BzxMqdo
- Video recording of this lecture in Arabic language: https://youtu.be/Ve4P0COk9OI
- Link to download the book free: https://nephrotube.blogspot.com/p/nephrotube-nephrology-books.html
- Link to NephroTube website: www.NephroTube.com
- Link to NephroTube social media accounts: https://nephrotube.blogspot.com/p/join-nephrotube-on-social-media.html
Maxilla, Mandible & Hyoid Bone & Clinical Correlations by Dr. RIG.pptx
Bioequivalence – Still a Quality Achilles’ Heel? 16 October 2014
1. University of Heidelberg PAT/QbD Conference 15-16 October 2014
Bioequivalence – Still a
Quality Achilles’ Heel?
AJAZ S. HUSSAIN, PH.D.
INSIGHT, ADVICE & SOLUTIONS LLC
10/16/2014 AJAZ@AJAZHUSSAIN.COM 1
2. Achilles’ Heel = A
vulnerable point.
TYPE I ERROR = INCORRECTLY CONCLUDE EQUIVALENCE
TYPE I I ERROR = INCORRECTLY CONCLUDE NON-EQUIVALENCE
10/16/2014 AJAZ@AJAZHUSSAIN.COM 2
4. Lessons I have learned
Complex generic & biosimilar
development share common
challenges
Pharmaceutical Equivalence is the
Achilles’ Heel
Quality by Design requires an early
investment in analytics
QTPP should be based on RLD’s
CQA’s and variability
RLD TPP needs to be considered
10/16/2014 AJAZ@AJAZHUSSAIN.COM 4
5. Generic Drugs Savings [USA]
Over the 10-year period 2003 through 2012,
generic drug use has generated more than $1.2
trillion in savings to the health care system
• In 2012, generics saved the U.S. health system $217 billion, up
from $188 billion in 2011
• Nervous system and cardiovascular treatments account for 60
percent of cost savings.
http://www.gphaonline.org/media/cms/2013_Savings_Study_12.19.2013_FINAL.pdf
10/16/2014 AJAZ@AJAZHUSSAIN.COM 5
6. Therapeutic Equivalents
Drug products are considered to be therapeutic equivalents only if they
are pharmaceutical equivalents and if they can be expected to have the
same clinical effect and safety profile when administered to patients
under the conditions specified in the labeling.
Also, they are adequately labeled; and are manufactured in
compliance with CGMP
http://www.fda.gov/downloads/Drugs/DevelopmentApprovalProcess/UCM071436.pdf
10/16/2014 AJAZ@AJAZHUSSAIN.COM 6
7. Pharmaceutical Equivalents
Drug products are considered pharmaceutical equivalents if they contain the
same active ingredient(s), are of the same dosage form, route of administration
and are identical in strength or concentration (e.g., chlordiazepoxide
hydrochloride, 5mg capsules).
Pharmaceutically equivalent drug products are formulated to contain the same
amount of active ingredient in the same dosage form and to meet the same or
compendial or other applicable standards (i.e., strength, quality, purity, and
identity), but they may differ in characteristics such as shape, scoring
configuration, release mechanisms, packaging, excipients (including colors, flavors,
preservatives), expiration time, and, within certain limits, labeling.
10/16/2014 AJAZ@AJAZHUSSAIN.COM 7
8. Bioequivalent Drug Products
This term describes pharmaceutical equivalent or alternative products that display comparable bioavailability
when studied under similar experimental conditions. Section 505 (j)(7)(B) of the Act describes one set of
conditions under which a test and reference listed drug shall be considered bioequivalent:
• The rate and extent of absorption of the test drug do not show a significant difference from the rate and
extent of absorption of the reference drug when administered at the same molar dose of the therapeutic
ingredient under similar experimental conditions in either a single dose or multiple doses;
• Or, the extent of absorption of the test drug does not show a significant difference from the extent of
absorption of the reference drug when administered at the same molar dose of the therapeutic ingredient
under similar experimental conditions in either a single dose or multiple doses and the difference from the
reference drug in the rate of absorption of the drug is intentional, is reflected in its proposed labeling, is not
essential to the attainment of effective body drug concentrations on chronic use, and is considered
medically insignificant for the drug.
• Where these above methods are not applicable (e.g., for drug products that are not intended to be
absorbed into the bloodstream), other in vivo or in vitro test methods to demonstrate bioequivalence may
be appropriate.
• Bioequivalence may sometimes be demonstrated using an in vitro bioequivalence standard, especially when
such an in vitro test has been correlated with human in vivo bioavailability data.
• In other situations, bioequivalence may sometimes be demonstrated through comparative clinical trials or
pharmacodynamic studies.
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9. Peroral Systemic Delivery:
FDA Guidance Documents
1986
• FDA BE task force;
report (1989): +/-
20%
1992
• 80-125 CI on log -
trasformed metrics
2000
• FDA BA/BE general
guidance; BCS
biowaiver guidance
2001
• Statistical
approaches to
establishing BE
2002
• Food effect BA/BE
guidance
2003
• Revision 1 of BA/BE
general guidance
2009
•Partial AUC
requirement
2010
•Guidance for HVDP
(progesterone product
guidance): RSABE
2012
•Guidance for NTI drugs
(warfarin product
guidance)
2013
•Separate BE guidance
for PK endpoint
studies for ANDAs
2014
•Separate BA/BE
guidance for INDs,
NDAs
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11. Confidence in Generic Drug
Substitution [FDA]
Patients should have confidence that the generic drugs they
are prescribed in the United States can be effectively
substituted for the brand product or another generic
product.
Through new bioequivalence study designs for narrow
therapeutic index (NTI) drugs and postapproval studies of
generic substitution, the US Food and Drug Administration’s
(FDA’s) ongoing generic drug regulatory science activities
are designed to ensure successful generic substitution for all
drug products.
Clinical Pharmacology & Therapeutics 94, 438-440 (October 2013)
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12. Affordability & Availability
In the United States (U.S.), drug products are considered therapeutically equivalent
if they meet regulatory criteria of pharmaceutical equivalence and bioequivalence.
These requirements can be traced back to 1977 when the U.S. Food and Drug
Administration (FDA) published the regulations on bioavailability and
bioequivalence.
Over the years, to keep up with the advancement in science and technology, the
FDA has been constantly updating the regulatory approaches to assessing and
ensuring equivalence.
A systems approach – not just a one-time bioequivalence test – is critical for
maintaining confidence in the overall system.
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13. A vulnerable point
Ted Fuhr, McKinsey & Company. 17 July 2011: FDA Advisory Committee Presentation.
“Generics are all about file first and
figure out later”
Business Decisions:
Commercial operations,
profitability & availability.
Periodic Regulatory Inspections
Chemometrics
Econometrics
Review & Approval
If so, this must
change!
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16. Are we asking the
right questions &
insisting on the
right answer?
http://ipecamericas.org/system/files/KeyNoteEF13May11LawrenceYu(FDA).pdf
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25. Mechanical Calibration
Pharmaceutical Science Advisory Committee Meeting, October 25-
26, 2005, transcript available at
http://www.fda.gov/ohrms/dockets/ac/cder05.html#PharmScience
ASTM E 2503-07, Standard Practice for Qualification of Basket and
Paddle Dissolution Apparatus.
FDA Guidance. The Use of Mechanical Calibration of Dissolution
Apparatus 1 and 2 – Current Good Manufacturing Practice (CGMP).
2010.
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26. More U.S. Marines contract Malaria
Wednesday, September 10, 2003 Posted: 9:25 AM EDT (1325 GMT)
WASHINGTON (CNN) -- Ten more U.S. military personnel serving as part of the
peacekeeping mission in Liberia are showing signs of having contracted malaria.
Prophylaxis compliance and not pharmaceutical quality was the reason
We faced significant challenges in our analysis: Unexpected inter-laboratory
differences that highlighted limitation of the current calibration procedure
“We are at a loss to explain the difference between DPA’s and
PHI-DO’s initial results. ………………..
We further contend that the Helium sparging does not remove dissolved air as
well as the vacuum procedures and therefore could account for the additional
5 or 6% increase in the dissolution results. And finally, for this formulation
basket wobble can significantly increase the dissolution values.”
DPA/CDER/FDA Memo B. J. Westenberger, 17 October 2003
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28. This can be catastrophic for the business and availability of
Important drugs
A Warning Letter
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29. Blind spots take you on a ‘roller costar’
ride – not good for the patients and the
business
Potential Signals of Serious Risks/New Safety Information
Identified by the FDA Adverse Event Reporting System (FAERS)
Certain methylphenidate
hydrochloride extended-release
tablets (generic
products for the trade name
Concerta)
Lack of therapeutic effect,
possibly related to product
quality issues
FDA is continuing to evaluate
this issue to determine the
need for any regulatory
action.
http://www.fda.gov/Drugs/GuidanceComplianceRegulatoryInformation/Surveillance/AdverseDrugEffects/ucm391572.htm
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30. Need to avoid “roller
coaster” rides
“We Did It! Concerta Generics on FDA Watch List”
To all ADHD Roller Coaster
blog readers who took the
time to complete the FDA’s
complaint form after
experiencing adverse effects
from the new Concerta
generics: Good job! You have
helped to place these
generics on the FDA’s Watch
List, as of April 21, 2014. But
this is an incremental victory,
so we should stay vigilant
and continue to advocate on
this issue.
http://adhdrollercoaster.org/the-basics/we-did-it-concertas-generics-on-fda-watch-list/#.VD89kvmSwXg
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31. Leverage the right analytical
tool at the right time
JOURNAL OF PHARMACEUTICAL SCIENCES, VOL. 97, NO. 4, APRIL 2008
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32. RLD Variability
Figure 5. Typical dissolution curves - Run G1 observed fully scanned tablets
for 6 h.
Knowing variability in
the RLD provides a
sound scientific
rationale for designing a
therapeutic equivalent
generic product
Comprehensive
development plan and
effective regulatory
communication strategy
is critical
JOURNAL OF PHARMACEUTICAL SCIENCES, VOL. 97, NO. 4, APRIL 2008
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37. Pharmaceutical Equivalence
can be the Achilles’ Heel
LESSONS I HAVE LEARNED – QBD IS IN THE BEST
INTEREST OF THE PATIENT & THE BUSINESS.
ASK THE RIGHT QUESTION WITH THE RIGHT ANALYTIC
TOOL AT THE RIGHT TIME.
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