Science method
LC-MS - Science method
Liquid chromatography–mass spectrometry (LC-MS, or alternatively HPLC-MS) is an analytical chemistry technique that combines the physical separation capabilities of liquid chromatography (or HPLC) with the mass analysis capabilities of mass spectrometry. LC-MS is a powerful technique used for many applications which has very high sensitivity and selectivity.
Questions related to LC-MS
Is LC-MS a good option to calculate plasmid concentration?
Hi, We are purifing meterials form natural product.
We purified two materials from differnt fraction on first step of purification ( linier grdient 5 > 65 % ACN in 0.1% TFA, 60min, 1ml/min) having some extra steps of HPLC.
And purified meterials was measured Q-ToF LC/MS.
The LC/MS data showed that one of meterial have clear mass peak, but another one is compound of 5 meterials though LC peak was celar on last step of LC
Eventhough the mass peak showed 5 meterials, It was oxdidant fragment of clear mass peak's meterial.
I don't know when oxidataion was occured, before purification or before mass measured.
anyway, is it posible same materials have differnt retendtion time on crude condition?
Hi all !
I want to check weather three targeted compounds of raw honey such as chrysin, cape and caffeic acid in the raw honey. Does anyone have experience handling this sample? do i need to extract using methanol or just filtered water? I have standards for all three compounds. Thank you.
I'm looking for a relative easy way to test the activity of CYP51. Are there any way that I can measure it without using LC-MS or gas chromatography. A simple absorbance or fluorescence test will be great.
Thank you.
I have aqueous ddH2O and organic solvent 10mM NH4Ac in MeOH, 60-100, another one 10-100. if I want to change to ACN or TFA, how can I wash the column to switch between those organic solvents.
the flow rate is 5ml/min for HPLC and 0.5ml/min for LC-MS, with different type of columns.
Thank you
i am looking for a detailed protocol of protein extraction from animal tissue that fits suitable for LC-MS analysis. So that i can prepare the sample accordingly and it send it for analysis. Recently i am following two buffer 1. Triton lysis buffer 2. Ripa lysis buffer
Are these two extraction method right for LC-ms sample preparation ?
please suggest
Some of LCMS instruments in my lab showing M+100 mass for every sample (Buffer: 0.1% FA, 0.1%TFA, Mobile phase B: acetonitrile). It is automatically disappears and again reappearing. But this M+100 m/z not found when we are using ammonium bicarbonate as buffer. Please let me know.
Thanks
Murty
I am currently developing a LCMS method for certain genotoxic impurity in API on a shimadzu 9030 qTOF LCMS. And I had an argument with my coworker about which mode is more sensitive, SIM or MRM?
My coworker said that MRM is more sensitive based on his past experience using LCMS for API analysis.
I am relatively new to LCMS. But the way I see it, MRM is definitely more selective. But it is only more sensitive than SIM when there is background interference.
MRM is a MS/MS method, which should have fewer ions compared to SIM, which is a MS method. So if we have a clean standard or a sample which has no signal at this particular m/z around the retention time of the target, SIM should be the more sensitive one.
Am I wrong?
Thanks in advance for any comments!
Hello everyone. I want to do trypsin digestion for peptides sample preparation in LC/MS. But my laboratory doesn't have DDT (Dithiothreitol). Can I use b-mercaptoetanol in stead of DDT for reducing disulfide bond of protein before using Trypsin in digestion? And I don't have IAA for alkalinization, too. So what should I do now?
If you have any protocol about using b-mercaptoetanol for peptides sample preparation in LC/MS, please send me that. Thank you!
Im curious as to whether the software for LCMS (Labsolutions from Shimadzu) already has a quantification feature or do I have to compute and compare the AUCs to the standards manually? If so, what are the steps in the computation/quantification of compounds?
I got lcms data. I ran MZmine 3. I need to know which range of height/height ratio I need to consider for further approach of determining chemical formula, please?
I have digested the polysaccharides with HCl. Can I inject digested content (with acid) into the LCMS column for detection of individual mono or disaccharides ?
Any suggestion or advice, those who are working on carbohydrates
I am looking to detect C2O2Cl2 in chloroform solvent in HRSM.
I try both negative and positive modes, direct injection with MeOH .
In negative mode i get 160.8414 Da (M+Cl) instead of 160.8964 Da.
In negative mode i get 90.9046 Da (M-Cl) instead of 90.9587 Da.
Same gap of ~ 0.05 Da
The instrument is after calibration and contain internal standard.
Any one have any idea why is that or how can I improve it?
Thanks a lot
I am curious if column bleeding is still "a thing" on modern UHPLC columns (reversed phase and hydrophilic interaction columns), such as the HSS T3 C18 column from waters or the iHILIC column from hilicon (or any other UHPLC colum). Did anyone observe such bleeding? If yes, which masses did you observe for which columns (if you used MS)?
Hi,
I would like to analyse 8-dihydroxy ergotamine in plasma by LC/MS. I need to increase the LLOQ and for this reason I need to derivatize the molecule. Does anybody have experience with these kind of molecules? I do not know if there are options....
Thanks a lot for your time and help
Looking for expert advice on storage conditions to preserve cotinine in blood plasma. I will be collecting whole blood in EDTA treated tubes, which will then be centrifuged to obtain the plasma for Liquid chromatography-Mass spectrometry. Which tubes are best to store in (Eppendorf tubes vs cryovials) and is -80 degrees ideal for storage up to 12 months?
Any advice or tips will be appreciated. Thank you!
I want to know about the sample preparation method.
I have been experiencing consistent contamination of the pharmaceuticals ciprofloxacin, trimethoprim, carbamazepine, azithromycin and venlafaxine. The peak height remains the same with or without injection. and is predominantly seen when there is an addition of 5 mM ammonium formate. The standards I previously injected didn't exceed 2.5 ppb .
My method is:
(A) Aqueous : H2O + 0.1 % formic acid and 5 mM ammonium formate
(B) Organic: ACN + 0.1 % formic acid
Gradient:
Time % B
0 5
4 50
5 100
9 100
9.5: 5
The steps I have taken so far include;
- Multiple injections of 1:1 H2O: IPA (not going into column)
- Changing mobile phase (A: H2O + 0.1 % formic acid and 5 mM ammonium formate, B: MeOH
+ 0.1 % formic acid and 5 mM ammonium formate)
- Changing to a new column
- Replacing needle seat, injection needle and MS capillary
- Running an acidified cleaning mix (1:1:1, MeOH:ACN:IPA 1% formic acid) in the stead of my
mobile phase.
- Using an acidified multi-wash (1% formic acid) (A: 1:1:1 IPA:MeOH:ACN, B: 1:1 IPA: H2O, C: 1:1 ACN:MeOH)
- Ran the method with no injection
- Direct injection
- Deep source clean
- Injected acidified organic
- Changing capillaries
- Remade mobile phases with brand new formic acid and ammonium formate
Any help or thoughts on what to try would be a great help!
Dear all,
I am looking for a LC-MS spike-in dataset with :
- two or more classes.
- at least a hundred of samples.
- a list of the spiked peptides (mz and RT).
I found a dataset in Leepika Tuli et al, 2012 (https://www.researchgate.net/publication/221865421_Using_a_spike-in_experiment_to_evaluate_analysis_of_LC-MS_data) which corresponds perfectly to what I am looking for, but it contains only 10 samples.
Is lcms analysis good for determine the unknown compounds in nitrocellulose lacquer?
I want to deglycosylate proteins and analyse them by LC-MS as control. How can I chemically deglycosylate the proteome total of cells ?
Thanks a lot
I am Janu Newar, Ph.D. Scholar from School of Biotechnology, KIIT University, Bhubaneswar, Odisha. Our lab is basically working on proteins from biological sources. This work involves the identification of some proteins. I would like to request some help with the Agilent 6530 Q-TOF instrument.
For identification of the protein, we are using a glass insert of 0.2ml volume (Part no: 5188-5390). My query is can we use 0.025ml of the sample volume in this insert and can inject 0.02ml of sample in the column. If not, then how much lower volume can we use in this 0.2ml insert?
I have the LCMS chromatograms and spectras of plant extracts, need help/ advice for LCMS library search to identify compounds present in the extracts.
Hello everyone,
I'm planning on running my peptide samples on a high-resolution LC-MS instrument. I'm going to use a ZipTip C18 tip for the extraction of peptides and desalting of the sample. However, I'll be sending these samples overseas and it might take 2-3 days for them to reach their destination. I can potentially keep them in dry ice throughout their delivery, but it is very costly and we had few issues before where the dry ice evaporated until it reached the destination.
If I free-dry my peptide samples, do you think they are going to be stable for couple of days? Considering there won't be any humidity where the enzymes can work on the peptides, but I just wanted to get the opinion of people who has lots of proteomics experience.
Dear all,
What is the criteria for selecting the positive mode or negative mode in LC-MS/MS analysis?
In brief, when is positive and negative mode of ionizations are used inn LC-MS analysis?
Dear all,
I am doing Vitamin D derivatization with PTAD like described in this paper (reaction mechanism is in Figure 3) to enhance sensitivity in LC-MS.
Normally this reaction is done in absence of water and works great, but completely drying it is a pain, so the ability to do the reaction in presence of 10% water (90% ACN) would be great.
So I tried and could observe close to complete disapperance of the unmodified vitamin D species in the presence of PTAD (not in the absence of PTAD). But, the normal modified form is only present in very minor amount, so there must be another reaction. Does anyone has a clue, what could be this side-reaction? Unfortunately, I have only a Triple-Quad, so I cannot really look unbiased with HR-MS.
Hello,
I'm attempting an LC-MS analysis for a plant methanolic extract for the sake of polyphenol and terpenes quantification. I'm following a protocol used by Nivea M. et al., (2019) in which they used Ribitol as an internal standard.
I was wondering if I can substitute Ribitol with another standard and if I can then what are the possible choices I can use?
Thank you
I'm currently researching a couple questions related to N-fixing microbes for a project I'm working. I was wondering if anyone could give me any advice and/or point me in the direction of relevant publications for either or both of the following questions.
1) How would you screen, in a high-throughput manner (important), putative associative nitrogen-fixing microbes for their ability to fix and provide nitrogen to a host plant? Ideally in a greenhouse / growth chamber context.
2) How would you do the same thing as the above, but in a system where plants are not present (e.g. in a 96-well plate format)? For example, growing microbes in liquid medium and measuring evolution of fixed nitrogen in the culture medium through LC-MS. But I'm sure there are plenty of other approaches I'm not aware of.
Thanks for any insight you can provide!
Hi,
I want to extract amino acids and nucleosides from samples with high salt/buffer, protein, fat and cellular debris. Amino acids and nucleosides will then be analyzed by LC-MS.
Do you know how I can isolate amino acids from my sample? And how I can isolate the nucleosides? (two different analyses).
We are modelling the digestive process so there is digested food stuff (blended before mixing with digestive enzymes) in the substrate that varies depending on the experiment and the substrate used.
The digested substrate is in 40 mL of liquid.
I would like to avoid MWCO filtration if possible.
Thanks
I am planning to start an experiment to measure my samples in 384 well plate.
The samples are in 50% methanol and it will be used in three different LCMS machine (Agilent, Bruker and Orbitrap).
So I am looking for sealer to store my sample. The sealer should be without conventional adhesive and should not be strong enough to damage the needle!
Does anyone have any recommendations for such films or sealer for 384 well plates?
Thank you in advance
There are certain drugs exist in liquid form available in the Sigma-Aldrich website, where they have mentioned the concentration of those drugs in "ml" rather than "mg" or "g". How one will find the concentration of such drugs?
Recently I am doing the meatbolic profiling of flavonoid in ginkgo biloba. When selecting the positive mode in MS, i found there is a huge peak split in my BPC with 70% Ethanol as the extraction liquid.Here is my LC-MS condition.
Column: ZIC-pHILIC (4.6 x 150 mm, 5 µm particle size, Merck Sequant, Watford, UK).
Mobile phase: (A) 20 mM ammonium carbonate (pH 9.1), (B) acetonitrile.
Injection volume: 10 µL, flow rate:300 µL/min, Column temperature: 45°C, autosampler temperature: 4 °C.
Gradient: (1) 1-15 min: 20% to 95%
MS parameters: spray voltage (kV): 4.5 (ESI+), 3.5 (ESI-), capillary voltage (V): 20 (ESI+), -15 (ESI-), capillary temperature: 275 °C, heater temperature: 150 °C.
Resolution: 70,000, MS range: m/z 70-1050, full scan mode.
I want to evaluate chemical screening of some test samples using LCMS . Please suggest any lab in India, where I can get it done
I have an Agilent LC/MS Ulitvo TripleQuad and overnight it seems as if I have lost complete signal of my peaks. Sensitivity has dramatically fallen. A technician confirmed that our MS was fine and that the background was extremely high when just running normal water and methanol (MS grade) through the instrument. They are hypothesizing that there might be salt build up throughout the instrument. I normally run my method on a gradient of 10mM Ammonium Acetate in UPW (Mobile Phase A) and 10mM Ammonium Acetate in MeOH (Mobile Phase B). All solvents used are MS grade and run on ESI + mode.
I have tried flushing the system but still see the high background. Does anyone have a suggestion for flushing out Ammonium Acetate or reducing high background in LC/MS?
Or any possible hypothesis for what the underlying issue could be? It seems to have dropped ins sensitivity overnight. I would think the signal would slowly get worse if there was a buildup of salts overtime.
Thanks in Advance!
Looking for a high-reliability lab that can run plant samples for metabolomic analysis using untargeted approaches byeither NMR or LC-MS with follow up with data analysis (PCA/PLSDA).
If possible ideally also annotate discriminatory compounds
any suggestions?
Already came across a few amongst which creative-proteomics/metabolomics in USA although many focus more on biomedical sciences (BioAnalytix Inc, Charles River Laboratories, or KBI Biopharma).
I have 2 samples extracted with different solvents. One is water and one is methanol. Can I directly inject the methanol extract to LC MS analyses?
And since I have to lyophilize the sample from water extraction, journals says that I should resuspend it in methanol:water solvent prior to lc ms. On the other hand, I plan to inject the methanol extract directly to the LC MS. I am confused if it would be ok. Would having different sample preparation of the same sample be ok?
I need to develop a method for the detection of oligonucleotide (2-5 mers in length) in liquid chromatography-mass spectrometry. It shouldn't have any salted buffers, TEA, TFA phosphates as solvents. Those are the requirements of my system. Could anyone suggest any article for such a method?
I have performed LCMS for my tumor and normal samples. I have to use PLSDA on my data. XLSTAT has the module for performing the same, but I dont have access to the software as trial version is expired. I also need help arranging the data and selecting the variables. Can anyone provide me license for the software and help me in data arrangement.
Thanks in advance
I have done LC-MS analysis of crude plant samples. Now I need to identify compounds from the LC-MS chromatogram. Need your help to identify compounds.
I would like to estimate estrogen and its metabolites using serum samples by LC-MS method. Kindly suggest me a standard protocol for estimation with literature evidence.
Hello everyone.
Does anyone know how to eliminate ractopamine contamination into LCMS system? I have conducted several clean up procedures and ractopamine still presenting peak intsity even in a no injection mode.
Is there any software available to estimate estrogen and its metabolites using LC-MS in serum sample . Can you suggest the methodology to standardize the estimation of above mentioned hormone
I am analysing LC-MS data. I have combined all NEG and POS mode peak intensities in a single file retaining all metabolites with higher peak intensities (appearing in either modes). Now, when I go for analysis in MetaboAnalyst, which ones should I select among:
1. Sampe normalization
2. Data transformation
3. Data Scaling
Thank you for guidance!
Liquid Chromatography Mass Spectrometry (LC-MS/MS) is an exceedingly sensitive and specific analytical technique that can precisely determine the identities and concentration of compounds within your sample. what about your answers
what is the difference between HPLC water and LCMS water? For what purpose are both of them used? Which is better?
my peptide molecule having free acid and gunidine group ,How can we crystallize and what are the best solvents for crystallization ?
( preferably Maharashtra or Rajasthan)
Hi I am looking for some online courses to analyse data from targeted LC MS. if someone could tell me some good advice of where I could one one please.
(some pca for example etc)
Hi All,
I am using zeba desalting column to purify my protein + plasma sample in the beginning step of protein enrichment procedure to get rid of all unwanted stuff. After performing desalting process, I am going through the enrichment and digestion procedure but on LC-MS my peptide peak shape getting poor as the more number of injections injected. Initially peak shape is perfect but after injecting about 30 to 40 samples, chromatography getting poor. Earlier, samples prepared without zeba desalting have not shown any poor chromatography. Anyone have any idea about troubleshooting?
Thanks.
As I'm a newcomer to metabolomic data processing from the very raw data, I was wondering how to combine pos and neg mode data together, especially in the condition of acquiring from separate two-year samples.
I have two separate data acquired from two years in the same untargeted LC/MS method but different samples involved, and I want to combine them. Things turned difficult for me when I found there are some metabolites detected in different mode between the two years and not consistent in the two modes. For example, compound A was detected in year 1's pos mode but in year 2's neg mode , not in pos mode.
I'm not sure whether I can combine such compounds directly into one column and then normalize.
Hi all,
I was wondering if anyone knows-
which statistical test I should use in order to find whether a sample is an outlier in my proteomic data? It's obvious when looking at the PCA, but how should one calculate this?
Many thanks for your help!
There are many antibodies available now for single amino acid detection. How specific are they? Of course the company will claim high specificity, but has anyone used these antibodies in the lab and confirmed that they detect only that amino acid? Will they differentiate between related amino acids, glutamine/glutamate and asparagine/aspartate as examples? Do results using one of these antibodies and a concentration curve to quantify amino acid abundance compare to LC-MS determined levels?
For doing LCMS analysis of metabolites from crude samples of seeds, what is the procedure for fixing internal standards? Do we do multiple screenings until we get a detectable concentration peak of the standard and then use that for further analysis?
I am looking forward to determining the level of DNA methylation in cell lines and animal tissue samples. The determination of 5mC and 5hmC and DNMT1/3 are considerably important. What are the important differentiating steps for samples processing, for analysis of 5mC, 5hmC through HPLC UV/LCMS.
Dear folks,
I am going to work on untargeted metabolomics with Agilent QToF. Please suggest to me the best software for untargeted metabolomics.
Thank you!!!!
Hi,
I'm looking at MaxQuant Evidence output table for my analysis and have following questions:
1. I'm interested in counting the number of peptides (including those not unique). After filtering peptides associated with the CON and REV proteins, I counted the number of peptides left. This number is way higher than the number of unique peptides reported in Summary table so I'm wondering if I'm doing the right thing?
2. Also, there're a lot of peptides in Evidence table not having MS/MS m/z values reported. What does this mean?
3. Some other peptides contained NaN values for "Calibrated - Uncalibrated m/z", "Mass error", "Uncalibrated Mass error" and "Max Intensity m/z" columns. The "Type" for all these peptides were "MSMS". Is missing precursor the reason why?
4. Similarly, some peptides whose "Type" were "MULTI-MATCH" or "MULTI-MATCH-MSMS" included NaN values from "PIF" column to "Delta score" column. Why?
5. Last but not least, there were many missing values for "Intensity" column. Does that mean that those peptides were too low abundant?
Regards,
Jenna
I am aware that TiO columns are used to enrich phosphorylated peptides after digestion of proteins, but can they be used to purify full phosphorylated proteins from crude cell extracts? Something around 30 kDa
I am a PhD student and am currently working on metabolite profiles of some marine invertebrates.
While analysing some raw data generated from LC-MS, HRMS, NMR and FTIR, I was told by some researchers that these raw data, once submitted to a journal as supporting files, cannot be used further for any other analysis. For each analysis I need to generate the raw data again, otherwise it will be treated as a case of self-plagiarism.
I can see that my raw data has a potential of producing three distinct publications. I can analyse different parts of my raw data differently to present distinct conclusions.
But generating all the raw data again from these analyses, and that too for each publication, does not look sustainable to me. And clubbing all three publications in one also does not seem to be a good option here.
So I would like to know your views on this matter as a researcher and also as an Editor/Reviewer. Also, please share your similar experiences and solutions to it.
If we store the sample at -20 degrees and remove it for cyanotoxin analysis after 2 days, what's the minimum time we need to defrost the sample to get stable results from LC-MS? Also after defrosting the samples we have noticed air bubbles inside the vials. Would that have a great impact on the results of cyanotoxin analysis using LC-MS? If yes then is there any decent way to remove these air bubbles?
I am planning to use PCA and OPLS DA for my study in biochemometrics but i quite tight on budget. I am not sure how much is the SIMCA software although they have a trial version, I am worried if I'll be able to maximize the use of the free version in my data. Are there alternatives that is cheaper or free but will give quality data analyses on PCA and OPLS DA?
I've been doing co-IP to determine which proteins interact with a German cockroach protein known as Bla g 2. However, after preforming LC-MS on the co-immunoprecipitated proteins, I've noticed many of them are housekeeping proteins that are very abundant in cells. Is there software or a technique that can allow me to distinguish interacting partners from proteins that are simply abundant?
I am doing LCMS data analysis in MetaboAnalyst. Example of a metabolite..
3-Hydroxy-3-methylglutaric acid
Positive ion mode, 0.771 (FC), -0.374 (log2(FC))
Negative ion mode, 1.168 (FC), 0.225 (log2(FC))
It is my first time analyzing MS data, and I need to compare the abundance of proteins in my samples. However, the data sets I need to compare either have Area (%) or NSAF(%), which doesn’t allow comparison. Is there any way to translate one to another?
We are using a C18 reverse-phase column in liquid chromatography for purification and separation of oligonucleotides. However, it seems that they got crystalized inside and the column is stuck now. We have tried elution with acetonitrile, methanol and water but it doesn't work. Is there anything else that could save my column? Thx.
Generally HPLC, we can use it for qualitative and quantitative analysis.
What is the main difference while using it with PDA or with MS detector?
What are the advantages of MS to PDA and vis-versa?
~85% pure one of unknown impurity by HPLC shows multiple mass by LC-MS.
I run the samples in scan mode as well SIM mode in (+)ve ionization mode to confirm the correct mass but always getting multiple mass.
Retention time of impurity is 16.8 min (HPLC run time 50 min) and during LC-MS in (+)ve ionization mode mass shows at 16.8 min as 615.3 , 276.05.158.05, 146.0 with almost same intensity.
Note:
1. HPLC method is well capable to separate.
2. There is a no mass observed while run the diluent (MeOH:water 50:50) couple of times in LC-MS.
please advise.
Best Regards,
Gaurav.
Hi colleagues. I got trouble in processing LC-MS data for El-maven. Particularly, I am extracting the isotopologues from LC-MS data acquired by SIM mode (2 targets). because I cannot do the smoothing process for the peak, so the peak picking step seems not really reliable. Could you please let me know how we can do smoothing in El-Maven?
Appreciate your help.
Best
I want to specifically target Flavonoids present in my chloroform plant extract. Is there any specific solvent or method through which I could focus on flavonoids mainly?
I am a PhD student from Nigeria and am working on nutritional interventions against heavy metal toxicities. I enriched polyphenols from some plant extracts and i wish to characterize the polyphenol contents of these extracts using LC/MS or other appropriate technologies. Please can anyone refer any laboratory that accepts international samples for such analysis? I am also open to collaborate with scientist that are expert in doing such types of analysis. Thanks
I will be buying a reference standard fpr my LC MS analyses. Most of he standards in sigma aldrich is available in 1 mg only. I am not sure if this is enough for my LC-MS analyses. At what concentrations should reference standards be injected in the LC MS? I will be using the ff standards: quercetin, apigenin, caffeic acid, pcoumaric acid, syringic acid, isoorientin.
This is included in the procedure :
An injection volume of 100 μl will be used for all standards and samples (prepared with 1.8 mg of extract dissolved in 1 ml of methanol-water 1:1 ratio).
It is not clear to me whether the concentration of the standards be the same wit the sample extract. Thank you!
Can collision gas be used in regular LC-MS (not any tandem MS) ?
When removing the outlet check valve from the Thermo Horizon LC pump head about 1 mm of the tip stayed in the LC pumpe head. It sits very tight due to the peak seal sticking the fragment to the pump head. Any ideas on how to remove this?
Thanks in advance.
Hello every one
I'm trying to quantitate essential amino acids in serum or DBS by Lc-MSMS(Quadrupole ABsciex 4500 ) .
by searching the net for trusted protocol , all protocols that published employ labeled amino acids internal standard (which I don't have) .
please any one can share a trusted FIA- or LC- MSMS protocol that employ external amino acids standards.
thank for any suggestions
I want to extract the T6P (Tre6P) from plant leaves. We have LC-MS-QTOF in our lab instead of Q1 or Q3, so could anyone please help guide me about the method used for the T6P metabolite content via the QTOF only?
thanks in advance
I need to study about LC MS since I will be using it for my thesis. I know nothing beats practical application but physical classes are not going to start anytime soon i need to equip myself with proper knowledge. Please recommend me any books that i can study as a beginner to be able to grasp the basics. thank you!