My girlfriend's mom has breast cancer, which started spreading. My grandpa has leukemia and I need to finish my masterthesis this month... I'm sorry to bother you guys with it but I'm really not sure how to hold my shit together any longer...

It's 6am and I could only sleep for 4 hours, if I don't get my morning coffee soon I'm going to cut a bitch
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Also please save the usual "I didn't sleep for a year while climbing a mountain while breast feeding orphans while curing cancer" kind of comments

Recently I started coding a project for my school with two of my friends. The first one is a person which spends most of his time reading 4chan and joking about Pope, you know this kind of person. The second, Michael, is a really good partner for coding, he's just an opposite of Jedrzej, the first one. Jedrzej used to call people 'cancer' and this kind of sh**. Lately Michael said, that he's mother has breast cancer and he left our conversation on Facebook. Later I told Jedrzej, that he has to tell Michael 'sorry', but he wrote something stupid (doesn't matter what) and the situation only went wrong. At least I told them that they have to bury the hatchet and start working. The only problem here is that Michael and I made 99.7% of our project, Jedrzej only updated README and shared his VPS. I'm a full-stack dev, but our project is on laravel and I don't know what kind of sorcery is this framework so Michael does the back-end. My question to all of you who read this rant - what should I do with lazy Jedrzej?

People completing Stanford + Andrew Ng's course and bragging how they know machine learning in and out while having no idea how to code simplest application using the simplest libraries.

"""Itty bitty frustration"""

# wannabe mode on

import sklearn
iris_dataset = sklearn.datasets.load_iris()

Just because I didn't know the direction to work on doesn't mean I didn't do shit

Also, aren't you the professor so you please tell me what to do

And no you don't need to focus on the sample dataset I'm working on. Yes its name is "Breast Cancer" SO WHAT!!!

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Cancer Immunotherapy Market Extensive Industry Analysis, Growth Rate, Segmentation, Investment Opportunities and Top Manufacturers 2035

The global cancer immunotherapy market is on a promising trajectory, with a projected value increase from USD 134.40 billion in 2024 to USD 346.63 billion by 2035, reflecting a compound annual growth rate (CAGR) of 8.8%. This innovative therapeutic approach leverages the body’s immune system to identify and combat cancer cells, presenting a compelling alternative to traditional treatments like chemotherapy and radiation, which often come with significant side effects.

Market Growth Projections

The market is anticipated to grow significantly, reaching USD 148.73 billion in 2025 before hitting USD 346.63 billion by 2035. The rising incidence of cancer globally, projected to see around 2,041,910 new cases and approximately 618,120 deaths in the U.S. alone by 2025, is a primary driver behind this growth.

Drivers of Growth

Key factors propelling the market include the increasing prevalence of cancer and a growing demand for targeted therapies. Cancer immunotherapy offers a more precise approach, effectively directing the immune response to target cancerous cells while sparing normal cells. This specificity has made it a preferred treatment modality, especially for patients who have developed resistance to traditional therapies.

Segmentation

The cancer immunotherapy market is segmented by several criteria:

1. Type of Product: This includes immune checkpoint inhibitors, cell therapies, cancer vaccines, immunomodulators, monoclonal antibodies, and oncolytic viral therapies.
2. Application: Key applications include breast cancer, colorectal cancer, head and neck cancer, lung cancer, melanoma, ovarian cancer, prostate cancer, pancreatic cancer, and others.
3. Route of Administration: Segments include intravenous (IV), intramuscular, and oral routes. Notably, the oral administration segment currently holds the largest market share due to patient preference for self-administration.
4. Mechanism of Action: This includes immune checkpoint inhibitors, tumor antigen targeted therapy, cell signaling modulators, and immune modulators.
5. Distribution Channel: The market is divided into hospital pharmacies, retail pharmacies, and online pharmacies, with hospital pharmacies accounting for the largest share.
6. End User: The primary end users include hospitals and clinics, cancer research centers, and other entities.
7. Geographical Regions: The market is analyzed across North America, Europe, Asia-Pacific, Middle East and North Africa, and Latin America, with North America currently holding the largest share.

Challenges

Despite the promising growth, the market faces significant challenges. The high costs associated with cancer immunotherapy, stringent regulatory guidelines, and tumor heterogeneity—which can complicate treatment efficacy—pose substantial barriers. Additionally, immune-related adverse events can hinder widespread adoption.

Key Players in the Industry

The competitive landscape features numerous established and emerging players actively engaging in research and development to enhance clinical pipelines for cancer therapies. Key players include AstraZeneca, Amgen, AbbVie, Bristol-Myers Squibb, and Pfizer, among others. These companies are involved in strategic initiatives such as partnerships and collaborations to advance their therapeutic offerings.

Recent Developments

Recent advancements in the field have seen significant investments in research to enhance cancer immunotherapy. For instance, collaborations like that between The University of Pennsylvania and the Parker Institute for Cancer Immunotherapy, which renewed their alliance with a USD 125 million investment, highlight ongoing efforts to push the boundaries of cancer treatment.

Conclusion

The cancer immunotherapy market is poised for significant growth, driven by increasing cancer incidence and the demand for more effective, targeted therapies. While challenges remain, ongoing research and developments promise to enhance the effectiveness and accessibility of immunotherapy treatments, making this an exciting area of focus within the biopharmaceutical industry.

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